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2024
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference, Mokanarangan Thayaparan, Marco Valentino and Andre Freitas, in: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024
COMPARING DATA-DRIVEN AND HANDCRAFTED FEATURES FOR DIMENSIONAL EMOTION RECOGNITION, Bogdan Vlasenko, Sargam Vyas and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech and Signal Processing, 2024
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CONTEXTUAL BIASING METHODS FOR IMPROVING RARE WORD DETECTION IN AUTOMATIC SPEECH RECOGNITION, Mrinmoy Bhattacharjee, Nigmatulina Iuliia, Amrutha Prasad, Pradeep Rangappa, Srikanth Madikeri, Petr Motlicek, Hartmut Helmke and Matthias Kleinert, in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Seoul, Korea, 2024
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Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition, Behrooz Razeghi, Parsa Rahimi and Sébastien Marcel, in: 49th IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, 2024
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Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement, Xin Quan, Marco Valentino, Louise A Dennis and Andre Freitas, in: The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024
Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models, Julia Rozanova, Marco Valentino and Andre Freitas, in: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024
Face Recognition Using Lensless Camera, Hatef Otroshi Shahreza, Alexandre Veuthey and Sébastien Marcel, in: Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024
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Face Reconstruction from Partially Leaked Facial Embeddings, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024
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Heterogeneous Face Recognition Using Domain Invariant Units, Anjith George and Sébastien Marcel, in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2024
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Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders, Yingji Zhang, Danilo Carvalho, Marco Valentino, Ian Pratt-Hartmann and Andre Freitas, in: Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024
Inference from Real-World Sparse Measurements, Arnaud Pannatier, Kyle Matoba and Francois Fleuret, in: Transactions on Machine Learning Research, 2024
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Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration, Ketan Kotwal and Sébastien Marcel, in: IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, IEEE/CVF, 2024
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Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions, Marco Valentino, Danilo Carvalho and Andre Freitas, in: The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024
ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees, Sina Sajadmanesh and Daniel Gatica-Perez, in: The 17th ACM International Conference on Web Search and Data Mining, 2024
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Reliability Estimation of News Media Sources: Birds of a Feather Flock Together, Sergio Burdisso, Dairazalia Sanchez-Cortes, Esaú VILLATORO-TELLO and Petr Motlicek, in: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics, 2024
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SDFR: Synthetic Data for Face Recognition Competition, Hatef Otroshi Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik and Sébastien Marcel, in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024
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Understanding the effects of language-specific class imbalance in multilingual fine-tuning, Vincent Jung and Lonneke van der Plas, in: Findings of the European chapter of Association for Computational Linguistics, 2024, 2024
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Vulnerability of Face Age Verification to Replay Attacks, Pavel Korshunov, Anjith George, Gokhan Ozbulak and Sébastien Marcel, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024
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2023
A VAE for Transformers with Nonparametric Variational Information Bottleneck, James Henderson and Fabio Fehr, in: The Eleventh International Conference on Learning Representations, 2023
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Affordance segmentation of hand-occluded containers from exocentric images, Tommaso Apicella, Alessio Xompero, Edoardo Ragusa, Riccardo Berta, Andrea Cavallaro and Paolo Gastaldo, in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023
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Black-box Attacks on Image Activity Prediction and its Natural Language Explanations, Alina Elena Baia, Valentina Poggioni and Andrea Cavallaro, in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023
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Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, pages 2435-2439, 2023
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BLESS: Benchmarking Large Language Models on Sentence Simplification, Tannon Kew, Alison Chi, Laura Vásquez-Rodríguez, Sweta Agrawal, Dennis Aumiller, Fernando Alva-Manchego and Matthew Shardlow, in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 2023
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Can Language Models Learn Analogical Reasoning? Investigating Training Objectives and Comparisons to Human Performance, Molly R. Petersen and Lonneke van der Plas, in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, Association for Computational Linguistics, 2023
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Can personalised hygienic masks be used to attack face recognition systems?, Alain Komaty, Vedrana Krivokuca, Christophe Ecabert and Sébastien Marcel, in: Proceedings of IEEE International Joint Conference on Biometrics (IJCB2023), 2023
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ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour, Samy Tafasca, Anshul Gupta and Jean-Marc Odobez, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
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Data-driven Urban Building Energy Modeling with Machine Learning in Satom (CH), Ahad Montazeri, Jérôme Kämpf and Guglielmina Mutani, in: 6th International IEEE Conference AND Workshop in Obuda on Electrical and Power Engineering, 2023
Demonstration-guided Optimal Control for Long-term Non-prehensile Planar Manipulation, Teng Xue, Hakan Girgin, Teguh Santoso Lembono and Sylvain Calinon, in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), pages 4999-5005, 2023
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Diffusion transformer for adaptive text-to-speech, Haolin Chen and Philip N. Garner, in: Proc. 12th ISCA Speech Synthesis Workshop (SSW 12), 2023
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Document-level Text Simplification with Coherence Evaluation, Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla and Sophia Ananiadou, in: Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability, 2023
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EFaR 2023: Efficient Face Recognition Competition, Anjith George, Christophe Ecabert, Hatef Otroshi Shahreza, Ketan Kotwal and Sébastien Marcel, in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023
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Efficient Grapevine Structure Estimation in Vineyards Conditions, Théophile Gentilhomme, Michael Villamizar, Jérome Corre and Jean-Marc Odobez, in: Proceedings of the IEEE/CVF International Conference on Computer Vision, Paris, pages 712--720, 2023
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Enhancing Multi-modal Classification of Violent Events using Image Captioning, Daniel Vallejo-Aldana, A. Pastor López-Monroy and Esaú VILLATORO-TELLO, in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023), CEUR Workshop Proceedings, Jaén, Spain, 2023
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ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields, Mohammad Mahdi Johari, Camilla Carta and Francois Fleuret, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), pages 17408-17419, 2023
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Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework, David Alonso del Barrio and Daniel Gatica-Perez, in: 2nd ACM International Workshop on Multimedia AI against Disinformation (MAD '23), June 12, 2023, Thessaloniki, Greece, 2023
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Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network, Hatef Otroshi Shahreza and Sébastien Marcel, in: Thirty-seventh Conference on Neural Information Processing Systems, 2023
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Framing the News: From Human Perception to Large Language Model Inferences, David Alonso del Barrio and Daniel Gatica-Perez, in: International Conference on Multimedia Retrieval (ICMR '23), June 12--15, 2023, Thessaloniki, Greece, 2023
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HyperMixer: An MLP-based Low Cost Alternative to Transformers, Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, Francois Fleuret and James Henderson, in: Proc. of the 61st Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Toronto, Canada, pages 15632-15654, 2023
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Inversion of Deep Facial Templates using Synthetic Data, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the IEEE International Joint Conference on Biometric, 2023
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Learning Disentangled Representations for Natural Language Definitions, Danilo Carvalho, Giangiacomo Mercatali, Yingji Zhang and Andre Freitas, in: In Findings of the European chapter of Association for Computational Linguistics, 2023
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Learning diverse features in vision transformers for improved generalization, Armand Mihai Nicolicioiu, Andrei Liviu Nicolicioiu, Bogdan Alexe and Damien Teney, in: ICML 2023: The Second Workshop on Spurious Correlations, Invariance and Stability, 2023
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Learning Joint Space Reference Manifold for Reliable Physical Assistance, Amirreza Razmjoo, Tilen Brecelj, Kristina Savevska, Ales Ude, Tadej Petric and Sylvain Calinon, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), pages 10412-10417, 2023
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Learning to Abstract with Nonparametric Variational Information Bottleneck, Melika Behjati, Fabio Fehr and James Henderson, in: The 2023 Conference on Empirical Methods in Natural Language Processing, 2023
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MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron, Hatef Otroshi Shahreza, Vedrana Krivokuca and Sébastien Marcel, in: Proceedings of the 31st European Signal Processing Conference, Helsinki, Finland, 2023
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Multi-image deconvolution of thermal images with a boundary condition weighting scheme, Florian Piras, François Marelli, Edouard De Moura Presa, Peter Wellig and Michael Liebling, in: Target and Background Signatures IX, International Society for Optics and Photonics, Amsterdam, pages 149-158, SPIE, 2023
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NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports, Mael Jullien, Marco Valentino, Hannah Frost, Paul O'Reagan, Donal Landers and Andre Freitas, in: Proceedings of The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 2023
On Interventional Probing in High Dimensions: An NLI Case Study, Julia Rozanova, Marco Valentino, Lucas Cordeiro and Andre Freitas, in: Findings of the 17th European Chapter of the Association for Computational Linguistics, 2023
Quantified Canine: Inferring Dog Personality From Wearables, Lakmal Buddika Meegahapola, Marios Constantinides, Zoran Radivojevic, Hongwei Li, Daniele Quercia and Michael S. Eggleston, in: Proceedings of the 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI) 2023, Association for Computing Machinery, 2023
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Referencing in YouTube Knowledge Communication Videos, Haeeun Kim and Daniel Gatica-Perez, in: ACM International Conference on Interactive Media Experiences (IMX '23), June 2023, Nantes, France, 2023
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Remote Cancelable Biometric System for Verification and Identification Applications, Hatef Otroshi Shahreza, Amina Bassit, Sébastien Marcel and Raymond Veldhuis, in: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), 2023
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Robust Execution of Assembly Policies Using a Pose Invariant Task Representation, Bojan Nemec, Matevz Hrovat, Mihael Simonič, Suhan Shetty, Sylvain Calinon and Ales Ude, in: 20th International Conference on Ubiquitous Robots (UR), Honolulu, HI, USA, IEEE, 2023
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SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data, Mael Jullien, Marco Valentino, Hannah Frost, Paul O'Reagan, Donal Landers and Andre Freitas, in: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), Association for Computational Linguistics, 2023
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Situated Participatory Design: A Method for In Situ Design of Robotic Interaction with Older Adults, Laura Stegner, Emmanuel Senft and Bilge Mutlu, in: CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
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Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling, Alireza Mohammadshahi and James Henderson, in: Procceedings of 8th Workshop on Representation Learning for NLP, 2023
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Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 19662-19672, 2023
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The AI4Autism Project: A Multimodal and Interdisciplinary Approach to Autism Diagnosis and Stratification, Samy Tafasca, Anshul Gupta, Nada Kojovic, Mirko Gelsomini, Thomas Maillart, Michela Papandrea, Marie Schaer and Jean-Marc Odobez, in: Companion Publication of the 25th International Conference on Multimodal Interaction, Paris, France, pages 414–425, Association for Computing Machinery, 2023
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The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation, Mutian He and Philip N. Garner, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, pages 4408-4423, Association for Computational Linguistics, 2023
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The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias, Anjith George and Sébastien Marcel, in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023
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Towards learning emotion information from short segments of speech, Tilak Purohit, Sarthak Yadav, Bogdan Vlasenko, S. Pavankumar Dubagunta and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, IEEE, 2023
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Transformers, Tables and Frame Semantics, Mario Ramirez, Alex Bogatu, Norman Paton and Andre Freitas, in: International Conference on Semantic Computing, 2023
2022
A Modular Multimodal Architecture for Gaze Target Prediction: Application to Privacy-Sensitive Settings, Anshul Gupta, Samy Tafasca and Jean-Marc Odobez, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
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Active Learning by Feature Mixing, Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel and Javen Qinfeng Shi, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
An anomaly detection approach for backdoored neural networks: face recognition as a case study, Alexander Unnervik and Sébastien Marcel, in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), Darmstadt, Germany, 2022
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An Empirical Comparison of Semantic Similarity Methods for Analyzing down-streaming Automatic Minuting task, Aditya Upadhyay, Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh and Petr Motlicek, in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In ACL Anthology Proceedings, 2022
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An End-to-End Multilingual System for Automatic Minuting of Multi-Party Dialogues, Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh and Petr Motlicek, in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36) , In proceedings of ACL Anthology, 2022
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Are GAN-based Morphs Threatening Face Recognition?, Eklavya Sarkar, Pavel Korshunov, Laurent Colbois and Sébastien Marcel, in: International Conference on Acoustics, Speech and Signal Processing, 2022
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Automatic Minuting: A Pipeline Method for Generating Minutes, Kartik Shinde, Tirthankar Ghosal, Muskaan Singh and Ondrej Bojar, in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In proceedings of ACL Anthology, 2022
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Automatic Summarization for Creative Writing: Denoising Auto-Encoder based Pipeline Method for Generating Summary of Movie Scripts, Aditya Upadhyay, Nidhir Bhavsar, Aakash Bhatnagar, Muskaan Singh and Petr Motlicek, in: Automatic Summarization for Creative Writing, International Conference on Computational Linguistics (COLING 2022), 2022
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Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation, Florian Mai and James Henderson, in: Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Association for Computational Linguistics, Online, pages 468–488, 2022
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Bayesian Recurrent Units and the Forward Backward Algorithm, Alexandre Bittar and Philip N. Garner, in: Proc. Interspeech 2022, pages 4137-4141, 2022
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Bio-Medical Multi-label Scientific Literature Classification using LWAN and Dual-attention module, Deepanshu Khanna, Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh and Petr Motlicek, in: PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology, 2022
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Case-Based Abductive Natural Language Inference, Marco Valentino, Mokanarangan Thayaparan and Andre Freitas, in: Proceedings of the 29th International Conference on Computational Linguistics, 2022
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Comparing supervised and self-supervised embedding for ExVo Multi-Task learning track, Tilak Purohit, Imen Ben Mahmoud, Bogdan Vlasenko and Mathew Magimai.-Doss, in: Proceedings of the ICML Expressive Vocalizations Workshop held in conjunction with the 39th International Conference on Machine Learning, Maryland, USA, 2022
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Conversational Speech Recognition Needs Data? Experiments with Austrian German, Julian Linke, Philip N. Garner, Gernot Kubin and Barbara Schuppler, in: Proceedings of the 13th Language Resources and Evaluation Conference, European Language Resources Association, pages 4684--4691, 2022
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Decomposing Natural Logic Inferences for Neural NLI, Julia Rozanova, Deborah Mendes, Mokanarangan Thayaparan, Marco Valentino and Andre Freitas, in: BlackBoxNLP: Workshop on analyzing and interpreting neural networks for NLP, 2022
Demystifying the Scribes behind the Voynich Manuscript using Computational Linguistic Techniques, Kevin Farrugia, Colin Layfield and Lonneke van der Plas, in: Proceedings of the 1st International Conference on the Voynich Manuscript, 2022
Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, Esaú VILLATORO-TELLO, Srikanth Madikeri, Petr Motlicek, Aravind Ganapathiraju and Alexei V. Ivanov, in: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, 2022
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Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network, Hatef Otroshi Shahreza, Vedrana Krivokuca and Sébastien Marcel, in: Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, IEEE, 2022
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Fairness Index Measures to Evaluate Bias in Biometric Recognition, Ketan Kotwal and Sébastien Marcel, in: International Conference on Pattern Recognition Workshops, 2022
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GeoNeRF: Generalizing NeRF with Geometry Priors, Mohammad Mahdi Johari, Yann Lepoittevin and Francois Fleuret, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), 2022
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Graph Refinement for Coreference Resolution, Lesly Miculicich and James Henderson, in: Findings of Association for >Computational Linguistics: ACL 2022, 2022
Health Talk: Understanding Practices of Popular Professional YouTubers, Thanh-Trung Phan, Chloé Michoud, Lucia Volpato, María del Río Carral and Daniel Gatica-Perez, in: Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia, 2022
HMIST: Hierarchical Multilingual Isometric Speech Translation using Multi-Task Learning Framework for Automatic Dubbing, Nidhir Bhavsar, Aakash Bhatnagar, Muskaan Singh and Petr Motlicek, in: PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology, 2022
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How Did Europe’s Press Cover Covid-19 Vaccination News? A Five-Country Analysis, David Alonso del Barrio and Daniel Gatica-Perez, in: MAD '22: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, 2022
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Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics, Hatef Otroshi Shahreza, Christian Rathgeb, Dailé Osorio-Roig, Vedrana Krivokuca, Sébastien Marcel and Christoph Busch, in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022
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IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, Sergio Burdisso, Zuluaga-Gomez. Juan, Esaú VILLATORO-TELLO, Martin Fajcik, Muskaan Singh, Pavel Smrz and Petr Motlicek, in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022
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IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, Martin Fajcik, Muskaan Singh, Zuluaga-Gomez. Juan, Esaú VILLATORO-TELLO, Sergio Burdisso, Petr Motlicek and Pavel Smrz, in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022
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Imitation of Manipulation Skills Using Multiple Geometries, Boyang Ti, Yongsheng Gao, Jie Zhao and Sylvain Calinon, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2022
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Indexing Protected Deep Face Templates by Frequent Binary Patterns, Dailé Osorio-Roig, Christian Rathgeb, Hatef Otroshi Shahreza, Christoph Busch and Sébastien Marcel, in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022
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Local estimation of parametric point spread functions in thermal images via convolutional neural networks, Florian Piras, Edouard De Moura Presa, Peter Wellig and Michael Liebling, in: SPIE sensors + imaging, Target and Background Signatures VIII, Berlin, Germany, pages 1227009 1--8, SPIE, 2022
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Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers, Luis Espinosa Anke, Alexander Shvets, Alireza Mohammadshahi, James Henderson and Leo Wanner, in: Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, Seattle, USA, pages 89–100, 2022
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Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers, Seema Wazarkar, muskan garg, Muskaan Singh and Ondrej Bojar, in: International Conference on Language Resources and Evaluation (LREC 2022), 2022
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On the detection of morphing attacks generated by GANs, Laurent Colbois and Sébastien Marcel, in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), 2022
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Paumer: Patch Pausing Transformer for Semantic Segmentation, Evann Courdier, Prabhu Teja Sivaprasad and Francois Fleuret, in: 33th British Machine Vision Conference 2022, London, UK, 21 - 24 November 2022, 2022
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Reactive Anticipatory Robot Skills with Memory, Hakan Girgin, Julius Jankowski and Sylvain Calinon, in: The International Symposium on Robotics Research, 2022
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Residual Feature Pyramid Network for Enhancement of Vascular Patterns, Ketan Kotwal and Sébastien Marcel, in: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
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Shallow Discourse Parsing for Open Information Extraction and Text Simplification, Christina Niklaus, Andre Freitas and Siegfried Handschuh, in: 3rd Workshop on Computational Approaches to Discourse (CODI) @ COLING, 2022
Symmetry-induced Disentanglement on Graphs, Giangiacomo Mercatali, Vikas Garg and Andre Freitas, in: Advances in Neural Information Processing Systems 35, 2022
TextGraphs 2022 Shared Task on Natural Language Premise Selection, Marco Valentino, Deborah Mendes, Mokanarangan Thayaparan, Andre Freitas and Dmitry Ustalov, in: Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing, 2022
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Towards Accessible Sign Language Learning and Assessment, Neha Tarigopula, Sandrine Tornay, Skanda Muralidhar and Mathew Magimai.-Doss, in: ACM International Conference on Multimodal Interaction, Bangalore, INDIA, pages 626-631, 2022
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UM-DFKI Maltese Speech Translation, Aiden Williams, Kurt Abela, Rishu Kumar, Martin Bär, Hannah Billinghurst, Kurt Micallef, Ahnaf Mozib Samin, Andrea DeMarco, Lonneke van der Plas and Claudia Borg, in: Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2022
Vision-Language Pretraining: Current Trends and the Future, Aishwarya Agrawal, Damien Teney and Aida Nematzadeh, in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2022
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Visually Grounded Interpretation of Noun-Noun Compounds in English, Inga Lang, Lonneke van der Plas, Malvina Nissim and Albert Gatt, in: Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, Association for Computational Linguistics, 2022
Voyager: Data Discovery for Onboarding in Data Science, Alex Bogatu, Norman Paton, Mark Douthwaite and Andre Freitas, in: 37th IEEE International Conference on Data Engineering (ICDE), 2022
Why Scholars Are Diagramming Neural Network Models, Guy Marshall, Caroline Jay and Andre Freitas, in: 13th International Conference on the Theory and Application of Diagrams, 2022
2021
A Bayesian Interpretation of the Light Gated Recurrent Unit, Alexandre Bittar and Philip N. Garner, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2021
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A COMPARISON OF METHODS FOR OOV-WORD RECOGNITION ON A NEW PUBLIC DATASET, Rudolf Braun, Srikanth Madikeri and Petr Motlicek, in: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, Toronto, Ontario, Canada, 2021
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A Laser-based Dual-arm System for Precise Control of Collaborative Robots, J. Silverio, G. Clivaz and Sylvain Calinon, in: IEEE International Conference on Robotics and Automation, 2021
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An Attention Mechanism for Deep Q-Networks with Applications in Robotic Pushing, Marco Ewerton, Sylvain Calinon and Jean-Marc Odobez, in: Proc. of Workshop on Emerging paradigms for robotic manipulation: from the lab to the productive world, ICRA, 2021
AUTOMATIC DYSARTHRIC SPEECH DETECTION EXPLOITING PAIRWISE DISTANCE-BASED CONVOLUTIONAL NEURAL NETWORKS, Parvaneh Janbakhshi, Ina Kodrasi and Hervé Bourlard, in: 45th International Conference on Acoustics, Speech, and Signal Processing, Toronto, Canada, pages 7328–7332, 2021
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Challenges for Using Impact Regularizers to Avoid Negative Side Effects, David Lindner, Kyle Matoba and Alexander Meulemans, in: SafeAI 2021 - AAAI's Workshop on Artificial Intelligence Safety, 2021
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Cost–effective Variational Active Entity Resolution, Alex Bogatu, Norman Paton, Mark Douthwaite, Stuart Davie and Andre Freitas, in: 37th IEEE International Conference on Data Engineering (ICDE), 2021
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Cross Modal Focal Loss for RGBD Face Anti-Spoofing, Anjith George and Sébastien Marcel, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
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Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, Toronto, Canada, 2021
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DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation, Mohammad Mahdi Johari, Camilla Carta and Francois Fleuret, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 6039-6048, 2021
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Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders, Giangiacomo Mercatali and Andre Freitas, in: The 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Does My Representation Capture X? Probe-Ably, Deborah Mendes, Julia Rozanova, Mokanarangan Thayaparan, Marco Valentino and Andre Freitas, in: 59th Annual Meeting of the Association for Computational Linguistics (Demonstration track), 2021
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Encoding Explanatory Knowledge for Zero-shot Science Question Answering, Zili Zhou, Marco Valentino, Donal Landers and Andre Freitas, in: 14th International Conference on Computational Semantics, 2021
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Explainable Inference Over Grounding-Abstract Chains for Science Questions, Mokanarangan Thayaparan, Marco Valentino and Andre Freitas, in: 59th Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2021
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Explainable Natural Language Reasoning via Conceptual Unification, Marco Valentino, Mokanarangan Thayaparan and Andre Freitas, in: 16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
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Fusion of Acoustic and Linguistic Information Using Supervised Autoencoder for Improved Emotion Recognition, Bogdan Vlasenko, RaviShankar Prasad and Mathew Magimai.-Doss, in: 2nd Multimodal Sentiment Analysis Challenge (MuSe '21), October 24, 2021, Virtual Event, China, 2021
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Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models, Zheyuan Liu, Cristian Rodriguez-Opazo, Damien Teney and Stephen Gould, in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
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Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning, Christos Theodoropoulos, James Henderson, Andrei Catalin Coman and Marie-Francine Moens, in: Proceedings of the 25th Conference on Computational Natural Language Learning, Online, pages 337-348, Association for Computational Linguistics, 2021
Intrinsically-Motivated Robot Learning of Bayesian Probabilistic Movement Primitives, Thibaut Kulak and Sylvain Calinon, in: ICRA workshop: "Towards Curious Robots: Modern Approaches for Intrinsically-Motivated Intelligent Behavior", 2021
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LATTICE-FREE MMI ADAPTATION OF SELF-SUPERVISED PRETRAINED ACOUSTIC MODELS, Apoorv Vyas, Srikanth Madikeri and Hervé Bourlard, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 2021
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Learning to Translate Low-Resourced Swiss German Dialectal Speech into Standard German Text, Abbas Khosravani, Philip N. Garner and Alexandros Lazaridis, in: IEEE Automatic Speech Recognition and Understanding Workshop, Colombia, Cartagena, IEEE, 2021
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Locally Private Graph Neural Networks, Sina Sajadmanesh and Daniel Gatica-Perez, in: ACM Conference on Computer and Communications Security (CCS), 2021
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Multi-Adversarial Learning for Cross-Lingual Word Embeddings, Haozhou Wang, James Henderson and Paola Merlo, in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, pages 463-472, 2021
Multimodal Neural Machine Translation System for English to Bengali, Shantipriya Parida, Subhadarshi Panda, Satya Prakash Biswal, Ketan Kotwal, Arghyadeep Sen, Satya Ranjan Dash and Petr Motlicek, in: Proceedings of the First Workshop on Multimodal Machine Translation for Low Resource Languages (MMTLRL 2021), Online (Virtual Mode), pages 31--39, INCOMA Ltd., 2021
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NLPHut's Participation at WAT2021, Shantipriya Parida, Subhadarshi Panda, Ketan Kotwal, Amulya Ratna Dash, Satya Ranjan Dash, Yashvardhan Sharma, Petr Motlicek and Ondrej Bojar, in: Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 146--154, Association for Computational Linguistics, 2021
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On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing, Anjith George and Sébastien Marcel, in: International Joint Conference on Biometrics (IJCB 2021), 2021
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On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning, Marc Tanti, Lonneke van der Plas, Claudia Borg and Albert Gatt, in: Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021
On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models, Hatef Otroshi Shahreza, Vedrana Krivokuca and Sébastien Marcel, in: Proceedings of the 13th IEEE International Workshop on Information Forensics and Security (WIFS), Montpellier, France, IEEE, 2021
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Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), Shantipriya Parida, Subhadarshi Panda, Amulya Ratna Dash, Esaú VILLATORO-TELLO, A. Seza Dogruöz, Rosa M. Ortega-Mendoza, Amadeo Hernández, Yashvardhan Sharma and Petr Motlicek, in: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, pages 218–223, Association for Computational Linguistics, 2021
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Open-Set Speaker Identification pipeline in live criminal investigations, Mael Fabien and Petr Motlicek, in: 1st ISCA Symposium on Security and Privacy in Speech Communication, 2021
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Optics Versus Computation: Influence of Illumination and Reconstruction Model Accuracy in Focal-Plane-Scanning Optical Projection Tomography, François Marelli and Michael Liebling, in: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, pages 567-570, IEEE, 2021
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Perspectives and limitations of visible-thermal image pair synthesis via generative adversarial networks, Danick Panchard, François Marelli, Edouard De Moura Presa, Peter Wellig and Michael Liebling, in: Security + Defence, Target and Background Signatures VII, Proc. of SPIE, online only, pages 1186509-1--1186509-8, SPIE, 2021
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Phoneme based Respiratory Analysis of Read Speech, Venkata Srikanth Nallanthighal, Aki Härmä, Helmer Strik and Mathew Magimai.-Doss, in: Proceedings of European Signal Processing Conference (EUSIPCO), 2021
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Probabilistic Iterative LQR for Short Time Horizon MPC, Teguh Santoso Lembono and Sylvain Calinon, in: International Conference on Intelligent Robots and Systems, pages 579-585, 2021
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Readback Error Detection by Automatic Speech Recognition to Increase ATM Safety, Hartmut Helmke, Matthias Kleinert, Shruthi Shetty, Oliver Ohneiser, heiko Ehr, Hörður Arilíusson, Teodor S. Simiganoschi, Amrutha Prasad, Petr Motlicek, Karel Vesely, Karel Ondřej, Pavel Smrz, Julia Harfmann and Christian Windisch, in: Fourteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2021), The United States Federal Aviation Administration (FAA), EUROCONTROL, pages 10, 2021
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ROXSD: a Simulated Dataset of Communication in Organized Crime, Hoang H. Nguyen, Mael Fabien, Petr Motlicek, Shantipriya Parida and Kvetoslav Maly, in: 1st ISCA Symposium on Security and Privacy in Speech Communication, 2021
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Sentence-level Planning for Especially Abstractive Summarization, Andreas Marfurt and James Henderson, in: Proceedings of the Third Workshop on New Frontiers in Summarization, pages 1--14, Association for Computational Linguistics, 2021
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STAR: Cross-modal Statement Representation for Selecting Relevant Mathematical Premises, Deborah Mendes and Andre Freitas, in: 16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Subjective and objective evaluation of deepfake videos, Pavel Korshunov and Sébastien Marcel, in: The international Conference on Acoustics, Speech, and Signal Processing, 2021
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Switching Contexts: Transportability Measures for NLP, Guy Marshall, Mokanarangan Thayaparan, Philip Osborne and Andre Freitas, in: 14th International Conference on Computational Semantics, 2021
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Test time Adaptation through Perturbation Robustness, Prabhu Teja Sivaprasad and Francois Fleuret, in: Workshop on Distribution Shifts, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021
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The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task, James Barry, Alireza Mohammadshahi, Joachim Wagner, Jennifer Foster and James Henderson, in: Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies, Online, pages 204-212, Association for Computational Linguistics, 2021
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Uncertainty Reduction for Model Adaptation in Semantic Segmentation, Prabhu Teja Sivaprasad and Francois Fleuret, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
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Unification-based Reconstruction of Multi-hop Explanations for Science Questions, Marco Valentino, Mokanarangan Thayaparan and Andre Freitas, in: 16th conference of the European Chapter of the Association for Computational Linguistics, 2021
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Unshuffling data for improved generalization in visual question answering, Damien Teney, Ehsan Abbasnejad and Anton van den Hengel, in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
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Visual Focus of Attention Estimation in 3D Scene with an Arbitrary Number of Targets, Remy Siegfried and Jean-Marc Odobez, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pages 9, IEEE, 2021
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What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP, Oskar Wysocki, Malina Florea, Donal Landers and Andre Freitas, in: EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021
Zurich Like New: Analyzing Open Urban Multimodal Data, Marcel Granero-Moya, Thanh-Trung Phan and Daniel Gatica-Perez, in: Proceedings of the 1st International Workshop on Multimedia Computing for Urban Data, 2021
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2020
A memory of motion for visual predictive control tasks, Antonio Paolillo, Teguh Santoso Lembono and Sylvain Calinon, in: International Conference on Robotics and Automation, 2020
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A Phonology-based Approach for Isolated Sign Production Assessment in Sign Language, Sandrine Tornay, Necati Cihan Camgoz, Richard Bowden and Mathew Magimai.-Doss, in: Companion Publication of the 2020 International Conference on Multimodal Interaction (ICMI '20 Companion), 2020
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Active Improvement of Control Policies with Bayesian Gaussian Mixture Model, Hakan Girgin, E. Pignat, N. Jaquier and Sylvain Calinon, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems, 2020
Alone or With Others? Understanding Eating Episodes of College Students with Mobile Sensing, Lakmal Buddika Meegahapola, Salvador Ruiz-Correa and Daniel Gatica-Perez, in: 19th International Conference on Mobile and Ubiquitous Multimedia, ACM, Essen, Germany, pages 162–166, Association for Computing Machinery, 2020
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An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition, Sandrine Tornay, Oya Aran and Mathew Magimai.-Doss, in: Proceedings of the International Conference on Language Resources and Evaluation LREC 2020, 2020
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An Integrated and strategic evaluation of automatic blind controls to achieve energy and occupant's comfort objectives, Chantal Basurto and Jérôme Kämpf, in: Proceedings of the 5th IBPSA-England Conference on Building Simulation and Optimization (Virtual), Loughborough, UK, 2020
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Analysis and Transfer of Human Movement Manipulability in Industry-like Activities, N. Jaquier, L. Rozo and Sylvain Calinon, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems, 2020
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BertAA: BERT fine-tuning for Authorship Attribution, Mael Fabien, Esaú VILLATORO-TELLO, Petr Motlicek and Shantipriya Parida, in: Proceedings of the 17th International Conference on Natural Language Processing, 2020
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CNN Patch Pooling for Detecting 3D Mask Presentation Attacks in NIR, Ketan Kotwal and Sébastien Marcel, in: IEEE International Conference on Image Processing, 2020
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Detection of S1 and S2 locations in phonocardiogram signals using zero frequency filter, RaviShankar Prasad, Gürkan Yilmaz, Olivier Chetelat and Mathew Magimai.-Doss, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
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Detection of Similar Languages and Dialects Using Deep Supervised Autoencoders, Shantipriya Parida, Esaú VILLATORO-TELLO, Sajit Kumar, Mael Fabien and Petr Motlicek, in: Proceedings of the 17th International Conference on Natural Language Processing, 2020
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DOMAIN ADAPTATION FOR GENERALIZATION OF FACE PRESENTATION ATTACK DETECTION IN MOBILE SETTINGS WITH MINIMAL INFORMATION, Amir Mohammadi, Sushil Bhattacharjee and Sébastien Marcel, in: 45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, IEEE, 2020
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Dysarthric Speech Recognition with Lattice-Free MMI, Enno Hermann and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 6109-6113, 2020
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Estimating The Degree of Sleepiness by Integrating Articulatory Feature Knowledge In Raw Waveform Based CNNs, Julian Fritsch, S. Pavankumar Dubagunta and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020
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Exact Preimages of Neural Network Aircraft Collision Avoidance Systems, Kyle Matoba and Francois Fleuret, in: Machine Learning for Engineering Modeling, Simulation, and Design Workshop at Neural Information Processing Systems 2020, 2020
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Fast Transformers with Clustered Attention, Apoorv Vyas, Angelos Katharopoulos and Francois Fleuret, in: Proceedings of the International Conference on Neural Information Processing Systems, 2020
Graph-to-Graph Transformer for Transition-based Dependency Parsing, Alireza Mohammadshahi and James Henderson, in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, 2020
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Graph-to-Graph Transformer for Transition-based Dependency Parsing, Alireza Mohammadshahi and James Henderson, in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, ACL, Online, pages 3278–3289, Association for Computational Linguistics, 2020
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Idiap & UAM participation at GermEval 2020: Classification and Regression of Cognitive and Motivational Style from Text, Esaú VILLATORO-TELLO, Shantipriya Parida, Sajit Kumar, Petr Motlicek and Qingran Zhan, in: Proceedings of the GermEval 2020 Shared Task on the Classification and Regression of Cognitive and Motivational style from Text, 2020
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Idiap and UAM Participation at MEX-A3T Evaluation Campaign, Esaú VILLATORO-TELLO, Gabriela Ramírez-de-la-Rosa, Shantipriya Parida, Sajit Kumar and Petr Motlicek, in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), pages 6, CEUR Workshop Proceedings, 2020
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Idiap Submission to Swiss-German Language Detection Shared Task, Shantipriya Parida, Esaú VILLATORO-TELLO, Sajit Kumar, Petr Motlicek and Qingran Zhan, in: Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS), CEUR Workshop Proceedings, 2020
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Learning Urban Nightlife Routines from Mobile Data, Ada Pozo, Thanh-Trung Phan and Daniel Gatica-Perez, in: Proc. Int. Conf. on Mobile and Ubiquitous Multimedia, Essen, Germany, 2020
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Learning, Generating and Adapting Wave Gestures for Expressive Human-Robot Interaction, M. Panteris, S. Manschitz and Sylvain Calinon, in: Proc. ACM/IEEE Intl Conf. on Human-Robot Interaction (HRI), pages 386-388, 2020
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ManiGaze: a Dataset for Evaluating Remote Gaze Estimator in Object Manipulation Situations, Remy Siegfried, Bozorgmehr Aminian and Jean-Marc Odobez, in: Symposium on Eye Tracking Research and Applications, Stuttgart, Germany, pages 5, ACM, 2020
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Optimizer Benchmarking Needs to Account for Hyperparameter Tuning, Prabhu Teja Sivaprasad, Florian Mai, Thijs Vogels, Martin Jaggi and Francois Fleuret, in: Proceedings of the 37th International Conference on Machine Learning, Vienna, Austria, 2020
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Partially-supervised Mention Detection, Lesly Miculicich and James Henderson, in: Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference, 2020
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Plug and Play Autoencoders for Conditional Text Generation, Florian Mai, Nikolaos Pappas, Ivan Montero, Noah A. Smith and James Henderson, in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Online, 2020
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Protecting Mobile Food Diaries from Getting too Personal, Lakmal Buddika Meegahapola, Salvador Ruiz-Correa and Daniel Gatica-Perez, in: 19th International Conference on Mobile and Ubiquitous Multimedia, Essen, Germany, pages 212–222, Association for Computing Machinery, 2020
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Spatial Attention for Far-Field Speech Recognition with Deep Beamforming Neural Networks, Weipeng He, Lu Lu, Biqiao Zhang, Jay Mahadeokar, Kaustubh Kalgaonkar and Christian Fuegen, in: 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, pages 7499-7503, 2020
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SYNTHETIC SPEECH REFERENCES FOR AUTOMATIC PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT, Parvaneh Janbakhshi, Ina Kodrasi and Hervé Bourlard, in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020
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The MuMMER data set for Robot Perception in multi-party HRI Scenarios, Olivier Canévet, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: Proceedings of the 29th IEEE International Conference on Robot & Human Interactive Communication, 2020
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The societal and ethical relevance of computational Creativity, Michele Loi, Eleonora Viganò and Lonneke van der Plas, in: Proceedings of the International Conference on Computational Creativity, 2020
The Unstoppable Rise of Computational Linguistics in Deep Learning, James Henderson, in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Online, pages 6294-6306, Association for Computational Linguistics, 2020
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Towards Multilingual Sign Language Recognition, Sandrine Tornay, Marzieh Razavi and Mathew Magimai.-Doss, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
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Understanding Heavy Drinking at Night through Smartphone Sensing and Active Human Engagement, Thanh-Trung Phan, Florian Labhart, Skanda Muralidhar and Daniel Gatica-Perez, in: Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020
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Unsupervised Representation Learning for Gaze Estimation, Yu Yu and Jean-Marc Odobez, in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
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2019
#Drink Or #Drunk: Multimodal Signals and Drinking Practices on Instagram, Thanh-Trung Phan, Skanda Muralidhar and Daniel Gatica-Perez, in: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, Trento, Italy, 2019
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A BAYESIAN APPROACH TO INTER-TASK FUSION FOR SPEAKER RECOGNITION, Srikanth Madikeri, Subhadeep Dey and Petr Motlicek, in: In Proceedings of ICASSP 2019, Brighton, ENGLAND, pages 5786-5790, 2019
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A Deep Learning Approach for Robust Head Pose Independent Eye Movements Recognition from Videos, Remy Siegfried, Yu Yu and Jean-Marc Odobez, in: 2019 ACM Symposium on Eye Tracking Research and Applications, pages 5, ACM, 2019
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A Learning-Based Framework for Quantized Compressed Sensing, rabeeh karimi mahabadi, Junhong lin and Volkan Cevher, in: A Learning-Based Framework for Quantized Compressed Sensing, 2019
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Abstract Text Summarization: A Low Resource Challenge, Shantipriya Parida and Petr Motlicek, in: In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2019), HongKong, China, pages 5, Association for Computational Linguistics (ACL), 2019
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Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers, Matthias Kleinert, Hartmut Helmke, Gerald Siol, heiko Ehr, Dietrich Klakow, Mittul Singh, Petr Motlicek, Kern Christian, Cerna Aneta and Hlousek Petr, in: Proceedings of the 2nd International Conference on Intelligent Human Systems Integration (IHSI 2019): Integrating People and Intelligent Systems, San Diego, California, USA, pages 820 - 826, 2019
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Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, United Kingdom, pages 770-774, 2019
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Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task, Alireza Mohammadshahi, Karl Aberer and Rémi Lebret, in: Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER), Hong Kong, pages 27-33, Association for Computational Linguistics, 2019
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AM-FM DECOMPOSITION OF SPEECH SIGNAL: APPLICATIONS FOR SPEECH PRIVACY AND DIAGNOSIS, Petr Motlicek, Hynek Hermansky, Srikanth Madikeri, Amrutha Prasad and Sriram Ganapathy, in: 11th International workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, Universita Degli Studi Firenze, Firenze, Italy, 2019
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An End-to-end Network to Synthesize Intonation Using a Generalized Command Response Model, François Marelli, Bastian Schnell, Hervé Bourlard, T. Dutoit and Philip N. Garner, in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, pages 7040-7044, IEEE, 2019
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AN INVESTIGATION OF MULTILINGUAL ASR USING END-TO-END LF-MMI, Sibo Tong, Philip N. Garner and Hervé Bourlard, in: International Conference on Acoustics, Speech and Signal Processing, 2019
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ANALYZING UNCERTAINTIES IN SPEECH RECOGNITION USING DROPOUT, Apoorv Vyas, Pranay Dighe, Sibo Tong and Hervé Bourlard, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Automatic Diagnosis of Alzheimer's Disease Using Neural Network Language Models, Julian Fritsch, Sebastian Wankerl and Elmar Nöth, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
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BookTubing Across Regions: Examining Differences based on Nonverbal and Verbal Cues, Chinchu Thomas, Dinesh Jayagopi and Daniel Gatica-Perez, in: Proc. ACM Int. Conf. on Interactive Experiences for Television and Online Video (TVX), Salford, ENGLAND, 2019
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CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model, Florian Mai, Lukas Galke and Ansgar Scherp, in: International Conference on Learning Representations, New Orleans, Louisiana, USA, 2019
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CityLearn v1.0: An OpenAI Gym Environment for Demand Response with Deep Reinforcement Learning, José Vázquez-Canteli, Jérôme Kämpf, Gregor Henze and Zoltán Nagy, in: Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, New-York, USA, pages 356-357, ACM, 2019
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Deep Residual Output Layers for Neural Language Generation, Nikolaos Pappas and James Henderson, in: Proceedings of the 36th International Conference on Machine Learning (ICML), 2019
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Discovering Eating Routines in Context with a Smartphone App, Daniel Gatica-Perez, Joan-Isaac Biel, David Labbe and Nathalie Martin, in: Ubicomp/Iswc'19 Adjunct: Proceedings Of The 2019 Acm International Joint Conference On Pervasive And Ubiquitous Computing And Proceedings Of The 2019 Acm International Symposium On Wearable Computers, London, pages 422-429, 2019
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EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS, Alexandre Nanchen and Philip N. Garner, in: Proceedings of 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2019
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End-to-End Accented Speech Recognition, Thibault Viglino, Petr Motlicek and Milos Cernak, in: International Conference on Speech and Language Processing, Interspeech, ISCA, Graz, Austria, pages 2140-2144, 2019
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Full-Gradient Representation for Neural Network Visualization, Suraj Srinivas and Francois Fleuret, in: Advances in Neural Information Processing Systems, 2019
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Generalized temporal sampling with active illumination in optical microscopy, Christian Jaques and Michael Liebling, in: Proceeding of the SPIE Conference Optics and Photonics, Wavelets and Sparsity XVIII, SPIE, San Diego, California, United States, SPIE, 2019
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Idiap Abstract Text Summarization System for German Text Summarization Task, Shantipriya Parida and Petr Motlicek, in: Proceedings of the 4th edition of the Swiss Text Analytics Conference, 2019
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Idiap NMT System for WAT 2019 Multimodal Translation Task, Shantipriya Parida and Petr Motlicek, in: Proceedings of the 6th Workshop on Asian Translation, Hong Kong, China, pages 175–180, Association for Computational Linguistics, 2019
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Implicit discourse relation classification with syntax-aware contextualized word representations, D. N. Popa, J. Perez, James Henderson and E. Gaussier, in: Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference, 2019
Improving Children Speech Recognition through Feature Learning from Raw Speech Signal, S. Pavankumar Dubagunta, Selen Hande Kabil and Mathew Magimai.-Doss, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
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Improving dual-arm assembly by master-slave compliance, M. Suomalainen, Sylvain Calinon, E. Pignat and V. Kyrki, in: Proc. IEEE Intl Conf. on Robotics and Automation, pages 8676-8682, 2019
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Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis, Yu Yu, Gang Liu and Jean-Marc Odobez, in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019
Joint estimation of RETF vector and power spectral densities for speech enhancement based on alternating least squares, Marvin Tammen, Ina Kodrasi and Simon Doclo, in: IEEE International Conference on Acoustics, Speech and Signal Processing, pages 795--799, 2019
Learning an event sequence embedding for event-based deep stereo, Stepan Tulyakov, Francois Fleuret, Martin Kiefel, Peter Gehler and Michael Hirsch, in: Proceedings of the IEEE International Conference on Computer Vision, 2019
Learning voice source related information for depression detection, S. Pavankumar Dubagunta, Bogdan Vlasenko and Mathew Magimai.-Doss, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
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Multi-Spectral Widefield Microscopy of the Beating Heart through Post-Acquisition Synchronization and Unmixing, Christian Jaques, Linda Bapst-Wicht, Daniel F. Schorderet and Michael Liebling, in: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, pages 1382-1385, 2019
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Multilingual Bottleneck Features for Query by Example Spoken Term Detection, Dhananjay Ram, Lesly Miculicich and Hervé Bourlard, in: IEEE Automatic Speech Recognition and Understanding Workshop, 2019
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Neural VTLN for Speaker Adaptation in TTS, Bastian Schnell and Philip N. Garner, in: Proc. 10th ISCA Speech Synthesis Workshop, ISCA, Vienna, Austria, pages 6, 2019
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Overview of the 6th Workshop on Asian Translation, Shantipriya Parida, in: Proceedings of the 6th Workshop on Asian Translation, Hong Kong, China, pages 1–35, Association for Computational Linguistics, 2019
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PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT BASED ON THE SHORT-TIME OBJECTIVE INTELLIGIBILITY MEASURE, Parvaneh Janbakhshi, Ina Kodrasi and Hervé Bourlard, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pages 6405--6409, 2019
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Processing Megapixel Images with Deep Attention-Sampling Models, Angelos Katharopoulos and Francois Fleuret, in: Proceedings of International Conference on Machine Learning, 2019
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Reducing Noise in GAN Training with Variance Reduced Extragradient, Tatjana Chavdarova, Gauthier Gidel, Francois Fleuret and Simon Lacoste-Julien, in: Proceedings of the international conference on Neural Information Processing Systems, 2019
Segment-level training of ANNs based on acoustic confidence measures for hybrid HMM/ANN Speech Recognition, S. Pavankumar Dubagunta and Mathew Magimai.-Doss, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
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Social Multimedia, Diversity, and Global South Cities: A Double Blind Side, Daniel Gatica-Perez, Darshan Santani, Joan-Isaac Biel and Thanh-Trung Phan, in: Proc. ACM Workshop on Fairness, Accountability, and Transparency in Multimedia (FAT/MM), Nice, 2019
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Super-gaussianity of Speech Spectral Coefficients as a Potential Biomarker for Dysarthric Speech Detection, Ina Kodrasi and Hervé Bourlard, in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2019
Uncertainty-aware imitation learning using kernelized movement primitives, J. Silverio, Y. Huang, F. J. Abu-Dakka, L. Rozo and D. G. Caldwell, in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
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Virtual High-Framerate Microscopy of the Beating Heart via Sorting of Still Images, Olivia Mariani, Kevin G. Chan, Alexander Ernst, Nadia Mercader and Michael Liebling, in: 2019 IEEE 16th International Symposium on Biomedical Imaging, pages 312--315, 2019
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Vulnerability assessment and detection of Deepfake videos, Pavel Korshunov and Sébastien Marcel, in: IAPR International Conference on Biometrics, 2019
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Vulnerability of Face Recognition to Deep Morphing, Pavel Korshunov and Sébastien Marcel, in: International Conference on Biometrics for Borders, 2019
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Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings, Haozhou Wang, James Henderson and Paola Merlo, in: Proc. 2019 Conference on Empirical Methods in Natural Language Processing, 2019
2018
Ambiance in Social Media Venues: Visual Cue Interpretation by Machines and Crowds, Gulcan Can, Yassir Benkhedda and Daniel Gatica-Perez, in: IEEE CVPR Workshop on Visual Understanding of Subjective Attributes, 2018
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Analysis of Language Dependent Front-End for Speaker Recognition, Srikanth Madikeri, Subhadeep Dey and Petr Motlicek, in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 1101-1105, 2018
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Bimanual Skill Learning with Pose and Joint Space Constraints, J. Silverio, Sylvain Calinon, L. Rozo and D. G. Caldwell, in: Proc. of the IEEE-RAS Intl Conf. on Humanoid Robots (Humanoids), 2018
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Complexity reduction of eigenvalue decomposition-based diffuse power spectral density estimators using the power method, Marvin Tammen, Ina Kodrasi and Simon Doclo, in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 451-455, 2018
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CONTEXT-AWARE ATTENTION MECHANISM FOR SPEECH EMOTION RECOGNITION, Gaetan Ramet, Philip N. Garner, Michael Baeriswyl and Alexandros Lazaridis, in: IEEE Workshop on Spoken Language Technology, Athens, Greece, pages 126-131, 2018
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Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model, Yu Yu, Gang Liu and Jean-Marc Odobez, in: European Conference on Computer Vision Workshop, 2018
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Deep Neural Networks for Multiple Speaker Detection and Localization, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, AUSTRALIA, pages 74-79, 2018
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[DOI]
DNN based speaker embedding using content information for text-dependent speaker verification, Subhadeep Dey, Takafumi Koshinaka, Petr Motlicek and Srikanth Madikeri, in: Proceedings of 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2018
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Document-Level Neural Machine Translation with Hierarchical Attention Networks, Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas and James Henderson, in: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018
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End-to-end text-dependent speaker verification using novel distance measures, Subhadeep Dey, Srikanth Madikeri and Petr Motlicek, in: Proceedings of Interspeech 2018, Hyderabad, INDIA, Aug 02-Sep 06, 2018, pages 3598-3602, 2018
[DOI]
Facing Employers and Customers: What Do Gaze and Expressions Tell About Soft Skills?, Skanda Muralidhar, Remy Siegfried, Jean-Marc Odobez and Daniel Gatica-Perez, in: Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia, Cairo, Egypt, pages 121-126, ASSOC COMPUTING MACHINERY, 2018
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[DOI]
Far-field ASR Using Low-rank and Sparse Soft Targets from Parallel Data, Pranay Dighe, Hervé Bourlard and Afsaneh Asaei, in: IEEE Workshop on Spoken Language Technology, Athens, GREECE, pages 581-587, IEEE, 2018
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Fast Language Adaptation Using Phonological Information, Sibo Tong, Philip N. Garner and Hervé Bourlard, in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 2459-2463, 2018
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[DOI]
Geodesic Convolutional Shape Optimization, Pierre Baqué, Edoardo Remelli, Francois Fleuret and Pascal Fua, in: Proceedings of the International Conference on Machine Learning, 2018
Geometry-aware Robot Manipulability Transfer, N. Jaquier, L. Rozo and Sylvain Calinon, in: R:SS Workshop on Learning and Inference in Robotics: Integrating Structure, Priors and Models, 2018
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Geometry-aware Tracking of Manipulability Ellipsoids, N. Jaquier, L. Rozo, D. G. Caldwell and Sylvain Calinon, in: Robotics: Science and Systems, Pittsburgh, USA, 2018
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Iterative alternating least-aquares approach to jointly estimate the RETFs and the diffuse PSD, Marvin Tammen, Ina Kodrasi and Simon Doclo, in: Proc. ITG conference on Speech Communication, Oldenburg, Germany, 2018
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Joint late reverberation and noise power spectral density estimation in a spatially homogeneous noise field, Ina Kodrasi and Simon Doclo, in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 441-445, 2018
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Knowledge Transfer with Jacobian Matching, Suraj Srinivas and Francois Fleuret, in: Proceedings of the International Conference on Machine Learning, 2018
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Kronecker Recurrent Units, Cijo Jose, Moustapha Cisse and Francois Fleuret, in: Proceedings of the International Conference on Machine Learning, 2018
Leveraging Convolutional Pose Machines for Fast and Accurate Head Pose Estimation, Yuanzhouhan Cao, Olivier Canévet and Jean-Marc Odobez, in: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, SPAIN, pages 1089-1094, IEEE, 2018
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NASAL SPEECH SOUNDS DETECTION USING CONNECTIONIST TEMPORAL, Milos Cernak and Sibo Tong, in: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2018
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Not All Samples Are Created Equal: Deep Learning with Importance Sampling, Angelos Katharopoulos and Francois Fleuret, in: Proceedings of International Conference on Machine Learning, 2018
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On Learning to Identify Genders from Raw Speech Signal Using CNNs, Selen Hande Kabil, Hannah Muckenhirn and Mathew Magimai.-Doss, in: Proceedings of Interspeech, Hyderabad, INDIA, pages 287-291, 2018
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[DOI]
Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching, Stepan Tulyakov, Anton Ivanov and Francois Fleuret, in: Proceedings of the international conference on Neural Information Processing Systems, 2018
Probabilistic Learning of Torque Controllers from Kinematic and Force Constraints, J. Silverio, Y. Huang, L. Rozo, Sylvain Calinon and D. G. Caldwell, in: Proc. of the IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), pages 6552-6559, 2018
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Pulse-based Features for Face Presentation Attack Detection, Guillaume Heusch and Sébastien Marcel, in: Proceedings of BTAS 2018, special session on Image and Video Forensics in Biometrics, 2018
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Robust and Discriminative Speaker Embedding via Intra-Class Distance Variance Regularization, Nam Le and Jean-Marc Odobez, in: Proceedings of Interspeech, Hyderabad, INDIA, pages 2257-2261, 2018
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[DOI]
Self-Attentive Residual Decoder for Neural Machine Translation, Lesly Miculicich, Nikolaos Pappas, Dhananjay Ram and Andrei Popescu-Belis, in: Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018
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SGAN: An Alternative Training of Generative Adversarial Networks, Tatjana Chavdarova and Francois Fleuret, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 9407-9415, IEEE, 2018
[DOI]
SIIP: An Innovative Speaker Identification Approach for Law Enforcement Agencies, Khaled Khelif, yann Mombrun, Gideon Hazzani, Petr Motlicek, Srikanth Madikeri, Farhan Sahito, Damien Kelly, Luca Scarpatto, Emmanouil Chatzigavriil and Gerhard Backfried, in: Big Data and Artificial Intelligence for Military Decision Making, http://www.sto.nato.int/, pages PT-1 - 1: PT-1 - 14, STO, 2018
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Single-channel late reverberation power spectral density estimation using denoising autoencoders, Ina Kodrasi and Hervé Bourlard, in: Proc. Annual Conference of the International Speech Communication Association, Hyderabad, India, 2018
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Speaker Inconsistency Detection in Tampered Video, Pavel Korshunov and Sébastien Marcel, in: European Signal Processing Conference, 2018
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Statistical modeling of speech spectral coefficients in patients with Parkinson's disease, Ina Kodrasi and Hervé Bourlard, in: Proc. ITG conference on Speech Communication, Oldenburg, Germany, 2018
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Stochastic Variance Reduced Gradient Optimization of Generative Adversarial Networks, Tatjana Chavdarova, Sebastian Stich, Martin Jaggi and Francois Fleuret, in: International Conference on Machine Learning (ICML) workshop on Theoretical Foundations and Applications of Deep Generative Models, 2018
Towards directly modeling raw speech signal for speaker verification using CNNs, Hannah Muckenhirn, Mathew Magimai.-Doss and Sébastien Marcel, in: IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, CANADA, pages 4884-4888, 2018
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Towards Quantifying the Entropy of Fingervein Patterns across Different Feature Extractors, Vedrana Krivokuca and Sébastien Marcel, in: 2018 IEEE 4th International Conference on Identity, Security, and Behavior Analysis (ISBA), 2018
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Vlogging Over Time: Longitudinal Impressions and Behavior in YouTube, Daniel Gatica-Perez, Dairazalia Sanchez-Cortes, Trinh-Minh-Tri Do, Dinesh Babu Jayagopi and Kazuhiro Otsuka, in: Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia, Cairo, EGYPT, pages 37-46, 2018
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WatchNet: Efficient and Depth-based Network for People Detection in Video Surveillance Systems, Michael Villamizar, Angel Martínez-González, Olivier Canévet and Jean-Marc Odobez, in: IEEE International Conference on Advanced Video and Signal-based Surveillance, Auckland, NEW ZEALAND, pages 109-114, 2018
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WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection, Tatjana Chavdarova, Pierre Baqué, Andrii Maksai, Stéphane Bouquet, Cijo Jose, Louis Lettry, Francois Fleuret, Pascal Fua and Luc Van Gool, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 5030-5039, 2018
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Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes, Skanda Muralidhar, Laurent Son Nguyen and Daniel Gatica-Perez, in: Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 2018
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2017
#Healthy #Fondue #Dinner: Analysis and Inference of Food and Drink Consumption Patterns on Instagram, Thanh-Trung Phan and Daniel Gatica-Perez, in: Proceedings of the 16th International Conference on Mobile and Ubiquitous Multimedia, 2017
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A Context-Aware Speech recognition and Understanding System for Air Traffic Control Domain, Youssef Oualil, Dietrich Klakow, Gyorgy Szaszak, Ajay Srinivasamurthy, Hartmut Helmke and Petr Motlicek, in: Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, Okinawa, Japan, 2017
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A Domain Adaptation Approach to Improve Speaker Turn Embedding Using Face Representation, Nam Le and Jean-Marc Odobez, in: ACM International Conference on Multimodal Interaction, Glasgow, Scotland, ACM, 2017
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A Generative Model for Intention Recognition and Manipulation Assistance in Teleoperation, Ajay Kumar Tanwani and Sylvain Calinon, in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
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A Sub-Quadratic Exact Medoid Algorithm, James Newling and Francois Fleuret, in: Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
BEAT: An Open-Science Web Platform, André Anjos, Laurent El Shafey and Sébastien Marcel, in: Thirty-fourth International Conference on Machine Learning, Sydney, Australia, 2017
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Consistent Translation of Repeated Nouns using Syntactic and Semantic Cues, Xiao Pu, Laura Mascarell and Andrei Popescu-Belis, in: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Valencia, Spain, Association for Computational Linguistics, 2017
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Deep Multi-Camera People Detection, Tatjana Chavdarova and Francois Fleuret, in: Proceedings of the IEEE International Conference on Machine Learning and Applications, 2017
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection, Pierre Baqué, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE International Conference on Computer Vision, 2017
Dynamic Graffiti Stylisation with Stochastic Optimal Control, D. Berio, Sylvain Calinon and F. F. Leymarie, in: Intl Workshop on movement and computing (MOCO), London, UK, pages 1-8, ACM, 2017
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End-to-End Convolutional Neural Network-based Voice Presentation Attack Detection, Hannah Muckenhirn, Mathew Magimai.-Doss and Sébastien Marcel, in: International Joint Conference on Biometrics, Denver, Colorado, USA, 2017
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Examining Linguistic Content and Skill Impression Structure for Job Interview Analytics in Hospitality, Skanda Muralidhar and Daniel Gatica-Perez, in: Proceedings of the 16th International Conference on Mobile and Ubiquitous Multimedia, 2017
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EXPLOITING SEQUENCE INFORMATION FOR TEXT-DEPENDENT SPEAKER VERIFICATION, Subhadeep Dey, Petr Motlicek, Srikanth Madikeri and Marc Ferras, in: Proceedings of 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, New Orleans, pages 5370-5374, 2017
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Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks, Samaneh Abbasi-Sureshjani, Behdad Dasht Bozorg, Bart ter Haar Romeny and Francois Fleuret, in: Proceedings of the thematic conference on computational vision and medical image processing, 2017
Generating Calligraphic Trajectories with Model Predictive Control, D. Berio, Sylvain Calinon and F. F. Leymarie, in: Proc. 43rd Conf. on Graphics Interface, Edmonton, AL, Canada, pages 132-139, 2017
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How May I Help You? Behavior and Impressions in Hospitality Service Encounters, Skanda Muralidhar, Marianne Schmid Mast and Daniel Gatica-Perez, in: Proceddings of 19th ACM International Conference on Multimodal Interaction, 2017
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Improving speaker turn embedding by crossmodal transfer learning from face embedding, Nam Le and Jean-Marc Odobez, in: ICCV Workshop on Computer Vision for Audio-Visual Media, 2017
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INTRA-CLASS COVARIANCE ADAPTATION IN PLDA BACK-ENDS FOR SPEAKER VERIFICATION, Srikanth Madikeri, Marc Ferras, Petr Motlicek and Subhadeep Dey, in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, pages 5365-5369, 2017
[DOI]
K-Medoids For K-Means Seeding, James Newling and Francois Fleuret, in: Proceedings of the international conference on Neural Information Processing Systems, 2017
Learning Manipulability Ellipsoids for Task Compatibility in Robot Manipulation, L. Rozo, N. Jaquier, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems, pages 3183-3189, 2017
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Learning Task-Space Synergies using Riemannian Geometry, M. Zeestraten, I. Havoutis, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), Vancouver, Canada, pages 73-78, IEEE, 2017
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Low-rank and Sparse Soft Targets to Learn Better DNN Acoustic Models, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Proceedings of 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 2017
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Machine translation of Spanish personal and possessive pronouns using anaphora probabilities, Ngoc-Quang Luong and Andrei Popescu-Belis, in: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Valencia, Spain, Association for Computational Linguistics, 2017
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Multi-Modal Mean-Fields via Cardinality-Based Clamping, Pierre Baqué, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017
Multilingual Hierarchical Attention Networks for Document Classification, Nikolaos Pappas and Andrei Popescu-Belis, in: Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP), pages 1015-1025, 2017
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Non-Markovian Globally Consistent Multi-Object Tracking, Andrii Maksai, Xinchao Wang, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE International Conference on Computer Vision, 2017
Non-parametric warping via local scale estimation for non-stationary Gaussian process modelling, Sébastien Marmin, Jean Baccou, Jacques Liandrat and David Ginsbourger, in: Wavelets and Sparsity XVII, pages 1039421, International Society for Optics and Photonics, 2017
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On Job Training: Automated Interpersonal Behavior Assessment & Real-Time Feedback, Skanda Muralidhar, in: Proceedings of the 25th ACM International Conference on Multimedia, 2017, 2017
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Robust and Accurate 3D Head Pose Estimation through 3DMM and Online Head Model Reconstruction, Yu Yu, Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: Proceedings of the 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017), 2017
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Sense-Aware Statistical Machine Translation using Adaptive Context-Dependent Clustering, Xiao Pu, Nikolaos Pappas and Andrei Popescu-Belis, in: Proceedings of Second Conference on Machine Translation (WMT17), 2017
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Shape Representations for Maya Codical Glyphs: Knowledge-driven or Deep?, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: 15th International Workshop on Content-Based Multimedia Indexing, 2017
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Sparse Pronunciation Codes for Perceptual Phonetic Information Assessment, Afsaneh Asaei, Milos Cernak, Hervé Bourlard and Dhananjay Ram, in: Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017
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Subspace Regularized Dynamic Time Warping for Spoken Query Detection, Dhananjay Ram, Afsaneh Asaei and Hervé Bourlard, in: Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017
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Supervisory teleoperation with online learning and optimal control, I. Havoutis and Sylvain Calinon, in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Singapore, pages 1534-1540, IEEE, 2017
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The SUMMA Platform Prototype, Renars Liepins and et al., in: Proceedings of the EACL 2017 Software Demonstrations, Valencia, Spain, pages 116--119, 2017
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Towards a breakthrough Speaker Identification approach for Law Enforcement Agencies: SIIP, Khaled Khelif, yann Mombrun, Gerhard Backfried, Farhan Sahito, Luca Scarpatto, Petr Motlicek, Damien Kelly, Gideon Hazzani, Emmanouil Chatzigavriil and Srikanth Madikeri, in: European Intelligence and Security Informatics Conference (EISIC) 2017, Athenes, Greece, pages 32-39, IEEE Computer Society, 2017
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Towards large scale multimedia indexing: A case study on person discovery in broadcast news, Nam Le, Jean-Marc Odobez and et al., in: 15th International Workshop on Content-Based Multimedia Indexing, 2017
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Towards the Use of Social Interaction Conventions as Prior for Gaze Model Adaptation, Remy Siegfried, Yu Yu and Jean-Marc Odobez, in: Proceedings of 19th ACM International Conference on Multimodal Interaction, pages 9, ACM, 2017
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Trajectory and Foothold Optimization using Low-Dimensional Models for Rough Terrain Locomotion, C. Mastalli, M. Focchi, I. Havoutis, A. Radulescu, Sylvain Calinon, J. Buchli, D. G. Caldwell and C. Semini, in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Singapore, pages 1096-1103, IEEE, 2017
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Using Coreference Links to Improve Spanish-to-English Machine Translation, Lesly Miculicich and Andrei Popescu-Belis, in: Proceedings of the 2nd Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2017), Valencia, Spain, pages 30-40, Association for Computational Linguistics (ACL), 2017
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Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT), Lesly Miculicich and Andrei Popescu-Belis, in: Proceedings of the Third Workshop on Discourse in Machine Translation (DiscoMT), Denmark, Copenhagen, Association for Computational Linguistics (ACL), 2017
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Venues in Social Media: Examining Ambiance Perception Through Scene Semantics, Yassir Benkhedda, Darshan Santani and Daniel Gatica-Perez, in: Proceedings of the 25th ACM International Conference on Multimedia, ACM, 2017, 2017
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Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction, Stepan Tulyakov, Anton Ivanov and Francois Fleuret, in: Proceedings of the IEEE International Conference on Computer Vision, 2017
What you can't see can help you -- extended-range imaging for 3D-mask presentation attack detection, Sushil Bhattacharjee and Sébastien Marcel, in: Proceedings of the 16th International Conference on Biometrics Special Interest Group., Darmstadt (Germany), Gesellschaft fuer Informatik e.V. (GI), 2017
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2016
A MultiPath Network for Object Detection, Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro H. O. Pinheiro, Sam Gross, Soumith Chintala and Piotr Dollar, in: Proceedings of the British Machine Vision Conference, BMVA Press, 2016
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An agonist-antagonist pitch production model, Branislav Gerazov and Philip N. Garner, in: Lecture Notes in Artificial Intelligence: 18th International Conference, SPECOM 2016, Budapest, Hungary, pages 84--91, 2016
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Anomaly detection in elderly daily behavior in ambient sensing environments, Oya Aran, Dairazalia Sanchez-Cortes, Trinh-Minh-Tri Do and Daniel Gatica-Perez, in: Proceedings of the 7th Int. Workshop on Human Behavior Understanding, ACM Multimedia, 2016, Amsterdam, Netherlands, 2016
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Audiovisual Summarization of Lectures and Meetings Using a Segment Similarity Graph, Chidansh A. Bhatt, Andrei Popescu-Belis and Matthew Cooper, in: Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR), ACM, New York, NY, ACM Press, 2016
Comparing Two Strategies for Query Expansion in a News Monitoring System, Parvaz Mahdabi and Andrei Popescu-Belis, in: Natural Language Processing and Information Systems: 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, pages 267-275, Springer-Verlag, 2016
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DEEP NEURAL NETWORK BASED POSTERIORS FOR TEXT-DEPENDENT SPEAKER VERIFICATION, Subhadeep Dey, Srikanth Madikeri, Marc Ferras and Petr Motlicek, in: Proceedings of 2016 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, pages 5050-5054, IEEE, 2016
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Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages, Joël Legrand and Ronan Collobert, in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
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Dites-Moi: Wearable Feedback on Conversational Behavior, Skanda Muralidhar, Jean M R Costa, Laurent Son Nguyen and Daniel Gatica-Perez, in: Proceedings of the 15th International Conference on Mobile and Ubiquitous Multimedia, 2016
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Emphasis Recreation for TTS using Intonation Atoms, Pierre-Edouard Honnet and Philip N. Garner, in: 9th ISCA Speech Synthesis Workshop, pages 14--20, 2016
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EUMSSI team at the MediaEval Person Discovery Challenge 2016, Nam Le, Sylvain Meignier and Jean-Marc Odobez, in: MediaEval Benchmarking Initiative for Multimedia Evaluation, Hilversum, Netherlands, 2016
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Exploiting Low-dimensional Structures to Enhance DNN based Acoustic Modeling in Speech Recognition, Pranay Dighe, Gil Luyet, Afsaneh Asaei and Hervé Bourlard, in: Proceedings of 2016 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, pages 5690-5694, IEEE, 2016
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Fast K-Means with Accurate Bounds, James Newling and Francois Fleuret, in: Proceedings of the International Conference on Machine Learning (ICML), New York, 2016
Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction, Liane Guillou, Christian Hardmeier, Preslav Nakov, Sara Stymne, Jorg Tiedemann, Yannick Versley, Mauro Cettolo, Bonnie Webber and Andrei Popescu-Belis, in: Proceedings of WMT 2016 (First Conference on Machine Translation), Association for Computational Linguistics, Berlin, Germany, pages 525–542, 2016
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Heterogeneous Face Recognition using Inter-Session Variability Modelling, Tiago de Freitas Pereira and Sébastien Marcel, in: IEEE Computer Society Workshop on Biometrics, Las Vegas - USA, IEEE, 2016
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Hierarchical Planning of Dynamic Movements without Scheduled Contact Sequences, Carlos Mastalli, I. Havoutis, Michele Focchi, Claudio Semini and D. G. Caldwell, in: Proceedings of the IEEE International Conference of Robotics and Automation, 2016
Human versus Machine Attention in Document Classification: A Dataset with Crowdsourced Annotations, Nikolaos Pappas and Andrei Popescu-Belis, in: Proceedings of the EMNLP 2016 Workshop on Natural Language Processing for Social Media, Austin, USA, 2016
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Importance Sampling Tree for Large-scale Empirical Expectation, Olivier Canévet, Cijo Jose and Francois Fleuret, in: Proceedings of the International Conference on Machine Learning (ICML), New-York, 2016
Improving Pronoun Translation by Modeling Coreference Uncertainty, Ngoc-Quang Luong and Andrei Popescu-Belis, in: Proceedings of the First Conference on Machine Translation (WMT16), Berlin, Germany, 2016
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INFORMATION THEORETIC CLUSTERING FOR UNSUPERVISED DOMAIN-ADAPTATION, Subhadeep Dey, Srikanth Madikeri and Petr Motlicek, in: Proceedings of 2016 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, pages 5580-5584, IEEE, 2016
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InnerView: Learning Place Ambiance from Social Media Images, Darshan Santani, Rui Hu and Daniel Gatica-Perez, in: Proceedings of the 24th ACM International Conference on Multimedia, ACM, 2016
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Joint Operation of Voice Biometrics and Presentation Attack Detection, Pavel Korshunov and Sébastien Marcel, in: IEEE International Conference on Biometrics: Theory, Applications and Systems, 2016
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Large Scale Hard Sample Mining with Monte Carlo Tree Search, Olivier Canévet and Francois Fleuret, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2016
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Learning assistive teleoperation behaviors from demonstration, I. Havoutis and Sylvain Calinon, in: Proc. IEEE International Symposium on Safety, Security and Rescue Robotics, pages 258-263, 2016
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Learning dynamic graffiti strokes with a compliant robot, D. Berio, Sylvain Calinon and F. F. Leymarie, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems, pages 3981-3986, 2016
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Learning to Refine Object Segments, Pedro H. O. Pinheiro, Tsung-Yi Lin, Ronan Collobert and Piotr Dollar, in: Computer Vision - ECCV 2016, Amsterdam, pages 75-91, Springer, 2016
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Long-Term Time-Sensitive Costs for CRF-Based Tracking by Detection, Nam Le, Alexandre Heili and Jean-Marc Odobez, in: 2nd Workshop on Benchmarking Multi-target Tracking: MOTChallenge 2016, Amsterdam, 2016
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Manual and automatic labeling of discourse connectives for machine translation (Keynote paper), Andrei Popescu-Belis, in: TextLink: Structuring Discourse in Multilingual Europe (Handbook of the Second Action Conference), Budapest, Hungary, pages 16-20, 2016
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Multilingual Visual Sentiment Concept Matching, Nikolaos Pappas, Mercan Topkara, Miriam Redi, Brendan Jou, Tao Chen, Hongyi Liu and Shih-Fu Chang, in: Proceedings of the International Conference on Multimedia Retrieval (ICMR), 2016
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Nested Mini-Batch K-Means, James Newling and Francois Fleuret, in: Proceedings of NIPS, 2016
Neural Network-based Word Alignment through Score Aggregation, Joël Legrand, Michael Auli and Ronan Collobert, in: Proceedings of the ACL 1st Conference on Machine Translation, 2016
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Online Inference in Bayesian Non-Parametric Mixture Models under Small Variance Asymptotics, Ajay Kumar Tanwani and Sylvain Calinon, in: NIPS workshop on Advances in Approximate Bayesian Inference, Barcelona, Spain, pages 1-5, 2016
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Online motion synthesis with minimal intervention control and formal safety guarantees, M. Zeestraten, A. Pereira, M. Althoff and Sylvain Calinon, in: Proc. IEEE Intl Conf. on Systems, Man, and Cybernetics, Budapest, Hungary, 2016
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PAoS Markers: Trajectory Analysis of Selective Phonological Posteriors for Assessment of Progressive Apraxia of Speech, Afsaneh Asaei, Milos Cernak and Marina Laganaro, in: Proceeding on the 7th Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), 2016
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Phrase Representations for Multiword Expressions, Joël Legrand and Ronan Collobert, in: Proceedings of the 12th Workshop on Multiword Expressions, 2016
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Principled Parallel Mean-Field Inference for Discrete Random Fields, Pierre Baqué, Timur Bagautdinov, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2016
Pronoun Language Model and Grammatical Heuristics for Aiding Pronoun Prediction, Ngoc-Quang Luong and Andrei Popescu-Belis, in: Proceedings of the First Conference on Machine Translation (WMT16), Berlin, Germany, ACL, 2016
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Stochastic learning and control in multiple coordinate systems, Sylvain Calinon, in: Intl Workshop on Human-Friendly Robotics, Genoa, Italy, pages 1-5, 2016
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Stressful First Impressions in Job Interviews, Ailbhe Finnerty, Skanda Muralidhar, Laurent Son Nguyen, Fabio Pianesi and Daniel Gatica-Perez, in: Proceedings of the 18th ACM International Conference on Multimodal Interaction, pages 325-332, 2016
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SYSTEM FUSION AND SPEAKER LINKING FOR LONGITUDINAL DIARIZATION OF TV SHOWS, Marc Ferras, Srikanth Madikeri, Petr Motlicek and Hervé Bourlard, in: Proceedings of 2016 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, pages 5495-5499, IEEE, 2016
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Temporally Subsampled Detection for Accurate and Efficient Face Tracking and Diarization, Nam Le, Alexandre Heili, Di Wu and Jean-Marc Odobez, in: International Conference on Pattern Recognition, Cancun, Mexico, IEEE, 2016
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The Night is Young: Urban Crowdsourcing of Nightlife Patterns, Darshan Santani, Joan-Isaac Biel, Florian Labhart, Jasmine Truong, Sara Landolt, Emmanuel Kuntsche and Daniel Gatica-Perez, in: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, ACM, 2016
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[DOI]
The REPLAY-MOBILE Face Presentation-Attack Database, Artur Costa-Pazo, Sushil Bhattacharjee, Esteban Vazquez-Fernandez and Sébastien Marcel, in: Proceedings of the International Conference on Biometrics Special Interests Group, 2016
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Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders, Kevin Bascol, Remi Emonet, Elisa Fromont and Jean-Marc Odobez, in: IAPR Int. Workshops on Structural and Syntactic Pattern Recognition (SSPR), 2016
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Using the TED Talks to Evaluate Spoken Post-editing of Machine Translation, Jeevanthi Liyanapathirana and Andrei Popescu-Belis, in: Proceedings of the 10th Language Resources and Evaluation Conference (LREC), Portoroz, Slovenia, 2016
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Variable Duration Movement Encoding with Minimal Intervention Control, M. Zeestraten, Sylvain Calinon and D. G. Caldwell, in: Proc. of the IEEE Intl Conf. on Robotics and Automation (ICRA), pages 497-503, 2016
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When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks, Ilja Kuzborskij, Fabio M. Carlucci and Barbara Caputo, in: Computer Vision and Pattern Recognition (CVPR), IEEE Conference on, 2016
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2015
A Deeper Look at Dataset Bias, Tatiana Tommasi, Novi Patricia, Barbara Caputo and Tinne Tuytelaars, in: German Conference on Pattern Recognition, Aachen, Germany, pages 504–516, Springer International Publishing, 2015
[DOI]
An Empirical Model of Emphatic Word Detection, Milos Cernak and Pierre-Edouard Honnet, in: Proc. of Interspeech, Dresden, Germany, pages 573-577, ISCA, 2015
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An HMM-Based Formalism for Automatic Subword Unit Derivation and Pronunciation Generation, Marzieh Razavi and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech and Signal Processing, pages 4639-4643, IEEE, 2015
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[DOI]
An Investigation of Muscle Models for Physiologically Based Intonation Modelling, Branislav Gerazov and Philip N. Garner, in: Proceedings of the 23rd Telecommunications Forum, pages 468--471, 2015
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[DOI]
Analysis of CNN-based Speech Recognition System using Raw Speech as Input, Dimitri Palaz, Mathew Magimai.-Doss and Ronan Collobert, in: Proceedings of Interspeech, ISCA, Dresden, pages 11-15, ISCA, 2015
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Atom Decomposition-based Intonation Modelling, Pierre-Edouard Honnet, Branislav Gerazov and Philip N. Garner, in: IEEE 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, pages 4744--4748, IEEE, 2015
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[DOI]
Building context-dependent DNN acoustic models using Kullback-Leibler divergence-based state tying, Gábor Gosztolya, Tamás Grósz, László Tóth and David Imseng, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2015
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CommuniSense: Crowdsourcing Road Hazards in Nairobi, Darshan Santani, Jidraph Njuguna, Tierra Bills, Aisha W. Bryant, Reginald Bryant, Jonathan Ledgard and Daniel Gatica-Perez, in: Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, Copenhagen, Denmark, pages 445-456, ACM, 2015
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Convolutional Neural Networks-based Continuous Speech Recognition using Raw Speech Signal, Dimitri Palaz, Mathew Magimai.-Doss and Ronan Collobert, in: International Conference on Acoustics, Speech and Signal Procecssing, IEEE, South Brisbane, QLD, pages 4295 - 4299, IEEE, 2015
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Deciphering the Silent Participant. On the Use of Audio-Visual Cues for the Classification of Listener Categories in Group Discussions, Catharine Oertel, Kenneth Alberto Funes Mora, Joakim Gustafson and Jean-Marc Odobez, in: Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, ACM, Seattle, Washington, USA, pages 107--114, ACM, 2015
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[DOI]
Dictionary Learning for Sparse Representation of Neural Network Exemplars in Speech Recognition, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Proceedings of SPARS 2015: Workshop on Signal Processing with Adaptive Sparse Structured Representations, 2015, pages 1093, 2015
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EMPLOYMENT OF SUBSPACE GAUSSIAN MIXTURE MODELS IN SPEAKER RECOGNITION, Petr Motlicek, Subhadeep Dey, Srikanth Madikeri and Lukas Burget, in: 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, Brisbane, Australia, pages 4445-4449, 2015
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Estimation of Divergence-Free 3D Cardiac Blood Flow in a Zebrafish Larva Using Multi-View Microscopy, Kevin G. Chan and Michael Liebling, in: Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on, IEEE, Brooklyn, NY, USA, pages 385-388, 2015
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[DOI]
EUMSSI team at the MediaEval Person Discovery Challenge, Nam Le, Di Wu, Sylvain Meignier and Jean-Marc Odobez, in: Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, 2015
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Finger vein Liveness Detection Using Motion Magnification, Ramachandra Raghavendra, Manasa Avinas, Christoph Busch and Sébastien Marcel, in: IEEE International Conference on Biometrics: Theory, Applications and Systems, pages 1-7, 2015
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[DOI]
From Image-level to Pixel-level Labeling with Convolutional Networks, Pedro H. O. Pinheiro and Ronan Collobert, in: Computer Vision and Patter Recognition (CVPR), Boston, MA, pages 1713-1721, IEEE, 2015
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Gender Classification by LUT based boosting of Overlapping Block Patterns, Rakesh Metha, Manuel Günther and Sébastien Marcel, in: Scandinavian Conference on Image Analysis, pages 530-542, Springer International Publishing, 2015
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Head Nod Detection from a Full 3D Model, Yiqiang Chen, Yu Yu and Jean-Marc Odobez, in: Proceedings of the ICCV 2015, pages 528-536, 2015
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I would hire you in a minute: Thin slices of nonverbal behavior in job interviews, Laurent Son Nguyen and Daniel Gatica-Perez, in: Proceedings of the ACM International Conference on Multimodal Interaction (ICMI), pages 51-58, 2015
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Integrated Pronunciation Learning for Automatic Speech Recognition Using Probabilistic Lexical Modeling, Ramya Rasipuram, Marzieh Razavi and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech and Signal Processing, South Brisbane, QLD, pages 5176-5180, 2015
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[DOI]
Intensity-Based Point-Spread-Function-Aware Registration for Multi-View Applications in Optical Microscopy, Nikhil Chacko, Kevin G. Chan and Michael Liebling, in: Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on, pages 306-309, IEEE, 2015
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[DOI]
International Conference on Mobile and Ubiquitous Multimedia, Gilberto Chávez-Martínez, Salvador Ruiz-Correa and Daniel Gatica-Perez, in: Happy and Agreeable? Multi-Label Classification of Impressions in Social Video, Linz, Austria, pages 109-120, ACM, 2015
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KL-HMM BASED SPEAKER DIARIZATION SYSTEM FOR MEETINGS, Srikanth Madikeri and Hervé Bourlard, in: Proceedings of ICASSP 2015, pages 4435-4439, 2015
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Kullback-Leibler Proximal Variational Inference, Emtiyaz Khan, Pierre Baqué, Francois Fleuret and Pascal Fua, in: Proceedings of the international conference on Neural Information Processing Systems, pages 3402-3410, 2015
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Learned Minimal Intervention Control Synthesis based on Hidden Semi-Markov Models, M. Zeestraten, Sylvain Calinon and D. G. Caldwell, in: Proc. of the 8th Intl Workshop on Human-Friendly Robotics, pages 17, 2015
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Learning bimanual end-effector poses from demonstrations using task-parameterized dynamical systems, J. Silverio, L. Rozo, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), Hamburg, Germany, pages 464-470, 2015
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Learning Optimal Controllers in Human-robot Cooperative Transportation Tasks with Position and Force Constraints, L. Rozo, D. Bruno, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), Hamburg, Germany, pages 1024-1030, 2015
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Learning to Segments Objects Candidates, Pedro H. O. Pinheiro, Ronan Collobert and Piotr Dollar, in: Advances in Neural Information Processing Systems, Montreal, Canada, pages 1990-1998, Curran Associates, Inc., 2015
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Leveraging Compounds to Improve Noun Phrase Translation from Chinese and German, Xiao Pu, Laura Mascarell, Andrei Popescu-Belis, Mark Fishel, Ngoc-Quang Luong and Martin Volk, in: Proceedings of the ACL-IJCNLP 2015 Student Research Workshop, Beijing, China, pages 8-15, 2015
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Looking at Cities in Mexico with Crowds, Darshan Santani, Salvador Ruiz-Correa and Daniel Gatica-Perez, in: Proceedings of the 2015 Annual Symposium on Computing for Development, London, United Kingdom, pages 127-135, ACM, 2015
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Loud and Trendy: Crowdsourcing Impressions of Social Ambiance in Popular Indoor Urban Places, Darshan Santani and Daniel Gatica-Perez, in: Proceedings of the 23rd ACM International Conference on Multimedia, Brisbane, Australia, pages 211-220, ACM, 2015
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N-gram-Based Low-Dimensional Representation for Document Classification, Rémi Lebret and Ronan Collobert, in: International Conference on Learning Representations, 2015
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Neuromorphic Based Oscillatory Device for Incremental Syllable Boundary Detection, Alexandre Hyafil and Milos Cernak, in: Proc. of Interspeech, Dresden, Germany, pages 1191-1195, ISCA, 2015
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Objective Speech Intelligibility Assessment through Comparison of Phoneme Class Conditional Probability Sequences, Raphael Ullmann, Mathew Magimai.-Doss and Hervé Bourlard, in: 40th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, pages 4924-4928, 2015
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On Application Of Non-Negative Matrix Factorization for Ad Hoc Microphone Array Calibration from Incomplete Noisy Distances, Afsaneh Asaei, Nasser Mohammadiha, Mohammad J. Taghizadeh, Simon Doclo and Hervé Bourlard, in: IEEE 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2694-2698, IEEE, 2015
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On the Vulnerability of Palm Vein Recognition to Spoofing Attacks, Pedro Tome and Sébastien Marcel, in: The 8th IAPR International Conference on Biometrics (ICB), pages 319 - 325, 2015
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On the Vulnerability of Speaker Verification to Realistic Voice Spoofing, Serife Kucur Ergunay, Elie Khoury, Alexandros Lazaridis and Sébastien Marcel, in: IEEE International Conference on Biometrics: Theory, Applications and Systems, pages 1-8, IEEE, 2015
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Palm Vein Database and Experimental Framework for Reproducible Research, Pedro Tome and Sébastien Marcel, in: IEEE International Conference of the Biometrics Special Interest Group, pages 1-7, 2015
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Periocular Biometrics in Mobile Environment, Tiago de Freitas Pereira and Sébastien Marcel, in: IEEE Seventh International Conference on Biometrics: Theory, Applications and Systems, Arlington, USA, pages 1-7, IEEE, 2015
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Personality Trait Classification via Co-Occurrent Multiparty Multimodal Event Discovery, Shogo Okada, Oya Aran and Daniel Gatica-Perez, in: Proceedings of the ACM International Conference on Multimodal Interaction, Seattle, Washington, USA, pages 15-22, ACM, 2015
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[DOI]
Phonological Vocoding Using Artificial Neural Networks, Milos Cernak, Blaise Potard and Philip N. Garner, in: IEEE 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, pages 4844-4848, IEEE, 2015
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Phrase-based Image Captioning, Rémi Lebret, Pedro H. O. Pinheiro and Ronan Collobert, in: International Conference on Machine Learning (ICML), Lille, France, pages 2085–2094, JMLR, 2015
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Probability Occupancy Maps for Occluded Depth Images, Timur Bagautdinov, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, pages 2829-2837, 2015
Pronoun Translation and Prediction with or without Coreference Links, Ngoc-Quang Luong, Lesly Miculicich and Andrei Popescu-Belis, in: Proceedings of the Second Workshop on Discourse in Machine Translation (DiscoMT), Lisbon, Portugal, pages 94–100, 2015
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Query Refinement Using Conversational Context: a Method and an Evaluation Resource, Maryam Habibi and Andrei Popescu-Belis, in: Proceedings of NLDB 2015 (20th International Conference on Applications of Natural Language to Information Systems), Passau, Germany, pages 89-102, Springer-Verlag Berlin, 2015
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Robot Learning with Task-Parameterized Generative Models, Sylvain Calinon, in: Proc. Intl Symp. on Robotics Research, 2015
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Robust Microphone Placement for Source Localization from Noisy Distance Measurements, Mohammad J. Taghizadeh, Saeid Haghighatshoar, Afsaneh Asaei, Philip N. Garner and Hervé Bourlard, in: IEEE 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2579-2583, IEEE, 2015
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Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-Based Speech Recognition, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Proceedings of SPARS 2015: Workshop on Signal Processing with Adaptive Sparse Structured Representations, 2015
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Towards utterance-based neural network adaptation in acoustic modeling, Ivan Himawan, Petr Motlicek, Marc Ferras and Srikanth Madikeri, in: IEEE Automatic Speech Recognition and Understanding Workshop, pages 289-295, 2015
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Transfer Learning through Greedy Subset Selection, Ilja Kuzborskij, Francesco Orabona and Barbara Caputo, in: Image Analysis and Processing - ICIAP 2015, Genoa, Italy, pages 3-14, Springer International Publishing, 2015
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Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology, Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara and Shih-Fu Chang, in: Proceedings of the ACM International Conference on Multimedia, pages 159--168, 2015
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2014
3D Gaze Tracking and Automatic Gaze Coding from RGB-D Cameras, Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: IEEE Conference in Computer Vision and Pattern Recognition, Vision Meets Cognition Workshop, Columbus, Ohio, USA, 2014
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A Conditional Random field approach for audio-visual people diarization, Paul Gay, Elie Khoury, Sylvain Meignier, Jean-Marc Odobez and Paul Deleglise, in: Proceedings of the 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 116 - 120, IEEE, 2014
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A Skill Transfer Approach for Continuum Robots - Imitation of Octopus Reaching Motion with the STIFF-FLOP Robot, M. S. Malekzadeh, Sylvain Calinon, D. Bruno and D. G. Caldwell, in: In Proc. of the AAAI Symp. on Knowledge, Skill, and Behavior Transfer in Autonomous Robots, Arlington, VA, USA, pages 49-52, 2014
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A task-parameterized probabilistic model with minimal intervention control, Sylvain Calinon, D. Bruno and D. G. Caldwell, in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Hong Kong, pages 3339 - 3344, IEEE, 2014
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Ad-Hoc Microphone Array Calibration from Partial Distance Measurements, Mohammad J. Taghizadeh, Afsaneh Asaei, Philip N. Garner and Hervé Bourlard, in: Proceeding of 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014
Ad-Hoc Microphone Array Calibration from Partial Distance Measurements, Mohammad J. Taghizadeh, Afsaneh Asaei, Philip N. Garner and Hervé Bourlard, in: Proceedings of the 4th Joint Workshop on Hands-free speech communication and Microphone Arrays, Villers-les-Nancy, pages 1 - 5, IEEE, 2014
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Artificial neural network features for speaker diarization, Sree Harsha Yella, Andreas Stolcke and Malcolm Slaney, in: IEEE Spoken Language Technology workshop, South Lake Tahoe, USA, 2014
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Audio-Visual Gender Recognition in Uncontrolled Environment Using Variability Modeling Techniques, Laurent El Shafey, Elie Khoury and Sébastien Marcel, in: International Joint Conference on Biometrics, Clearwater, Florida, USA, pages 1 - 8, IEEE, 2014
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Automatic Blinking Detection towards Stress Discovery, Alvaro Marcos-Ramiro, Daniel Pizarro-Perez, Marta Marron-Romera and Daniel Gatica-Perez, in: Proc. ACM Int. Conf. on Multimodal Interaction, Istanbul, pages 307-310, ACM New York, 2014
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Capturing Upper Body Motion in Conversation: an Appearance Quasi-Invariant Approach, Alvaro Marcos-Ramiro, Daniel Pizarro-Perez, Marta Marron-Romera and Daniel Gatica-Perez, in: Proc. ACM Int. Conf. on Multimodal Interaction, Istanbul, pages 327-334, ACM New York, 2014
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Cross-Database Evaluation With an Open Finger Vein Sensor, Matthias Vanoni, Pedro Tome, Laurent El Shafey and Sébastien Marcel, in: IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BioMS), Rome, Italy, pages 30-35, IEEE, 2014
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Cross-linguistic annotation of narrativity for English/French verb tense disambiguation, Cristina Grisot and Thomas Meyer, in: 9th Edition of the Language Resources and Evaluation Conference, Reykjavik, Iceland, 2014
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Development of Bilingual ASR System for MediaParl Corpus, Petr Motlicek, David Imseng, Milos Cernak and Namhoon Kim, in: Proceedings of the 15th Annual Conference of the International Speech Communication Association (Interspeech 2014), Singapore, ISCA, 2014
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Effect of nonverbal behavioral patterns on the performance of small groups, Umut Avci and Oya Aran, in: ICMI Workshop on Understanding and Modeling Multiparty Multimodal Interactions, Istanbul, Turkey, 2014
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Efficient Sample Mining for Object Detection, Olivier Canévet and Francois Fleuret, in: Proceedings of the 6th Asian Conference on Machine Learning (ACML), Nha Trang, Vietnam, 2014
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Enforcing Topic Diversity in a Document Recommender for Conversations, Maryam Habibi and Andrei Popescu-Belis, in: Proceedings of the Coling 2014 (25th International Conference on Computational Linguistics), Dublin, Ireland, pages 746-759, IEEE, 2014
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English-French Verb Phrase Alignment in Europarl for Tense Translation Modeling, Sharid Loaiciga, Thomas Meyer and Andrei Popescu-Belis, in: The Ninth Language Resources and Evaluation Conference, Reykjavik, Iceland, 2014
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Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis, Nikolaos Pappas and Andrei Popescu-Belis, in: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Doha, Qatar, 2014
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Exploiting Scene Cues for Dropped Object Detection, Adolfo Lopez-Mendez, Florent Monay and Jean-Marc Odobez, in: 9th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., 2014
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Exploiting un-transcribed foreign data for speech recognition in well-resourced languages, David Imseng, Blaise Potard, Petr Motlicek, Alexandre Nanchen and Hervé Bourlard, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, IT, pages 2322 - 2326, IEEE, 2014
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EYEDIAP: A Database for the Development and Evaluation of Gaze Estimation Algorithms from RGB and RGB-D Cameras, Kenneth Alberto Funes Mora, Florent Monay and Jean-Marc Odobez, in: Proceedings of the ACM Symposium on Eye Tracking Research and Applications, Safety Harbor, Florida, United States of America, ACM, 2014
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Geometric Generative Gaze Estimation (G3E) for Remote RGB-D Cameras, Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: IEEE Computer Vision and Pattern Recognition Conference, Columbus, Ohio,USA, pages 1773-1780, IEEE, 2014
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Improving Speaker Diarization using social role information, A. Sapru, Sree Harsha Yella and Hervé Bourlard, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2014
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Introducing I-Vectors for Joint Anti-spoofing and Speaker Verification, Elie Khoury, Tomi Kinnunen, Aleksandr Sizov, Zhizheng Wu and Sébastien Marcel, in: The 15th Annual Conference of the International Speech Communication Association, 2014
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Is That a Jaguar? Segmenting Ancient Maya Glyphs via Crowdsourcing, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: Proc. ACM Int. Workshop on Crowdsourcing for Multimedia, Orlando, pages 37-40, ACM New York, 2014
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Joint Phoneme Segmentation Inference and Classification using CRFs, Dimitri Palaz, Mathew Magimai.-Doss and Ronan Collobert, in: Global Conference on Signal and Information Processing, Atlanta, GA, pages 587 - 591, IEEE, 2014
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Jointly Informative Feature Selection, Leonidas Lefakis and Francois Fleuret, in: International Conference on Artificial Intelligence and Statistics, pages 567–575, 2014
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Learning adaptive movements from demonstration and self-guided exploration, D. Bruno, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE Intl Conf. on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob), Genoa, Italy, pages 160-165, 2014
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Learning Force and Position Constraints in Human-robot Cooperative Transportation, L. Rozo, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE Intl Symposium on Robot and Human Interactive Communication (Ro-Man), Edinburgh, Scotland, UK, pages 619-624, 2014
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Learning from demonstrations with partially observable task parameters, T. Alizadeh, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Hong Kong, pages 3309 - 3314, IEEE, 2014
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Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective, Novi Patricia and Barbara Caputo, in: Proceedings of the Computer Vision and Pattern Recognition, Columbus, OH, pages 1442-1449, IEEE, 2014
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Mode of Teaching Based Segmentation and Annotation of Video Lectures, Yogesh Singh Rawat, Chidansh A. Bhatt and Mohan S. Kankanhalli, in: International Workshop on Content-Based Multimedia Indexing, 2014
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Model-based Sparse Component Analysis for Reverberant Speech Localization, Afsaneh Asaei, Hervé Bourlard, Mohammad J. Taghizadeh and Volkan Cevher, in: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, pages 1439 - 1443, IEEE, 2014
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Modeling Overlapping Speech using Vector Taylor Series, Pranay Dighe, Marc Ferras and Hervé Bourlard, in: Odyssey: The Speaker and Language Recognition Workshop, Joensuu, Finland, 2014
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Multi-Source Adaptive Learning for Fast Control of Prosthetics Hand, Novi Patricia, Tatiana Tommasi and Barbara Caputo, in: Proceedings of the International Conference on Pattern Recognition, Stockholm, pages 2769 - 2774, 2014
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Multilingual Deep Neural Network based Acoustic Modeling For Rapid Language Adaptation, Ngoc Thang Vu, David Imseng, Daniel Povey, Petr Motlicek, Tanja Schultz and Hervé Bourlard, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, pages 7639-7643, IEEE, 2014
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Null space redundancy learning for a flexible surgical robot, D. Bruno, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Hong Kong, pages 2443 - 2448, IEEE, 2014
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On Modeling Context-Dependent Clustered States: Comparing HMM/GMM, Hybrid HMM/ANN and KL-HMM Approaches, Marzieh Razavi, Ramya Rasipuram and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech, and Signal Processing, Florence, IT, pages 7659 - 7663, IEEE, 2014
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On Recognition of Non-Native Speech Using Probabilistic Lexical Model, Marzieh Razavi and Mathew Magimai.-Doss, in: Proceedings of the 15th Annual Conference of the International Speech Communication Association (Interspeech 2014), 2014
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On the Vulnerability of Finger Vein Recognition to Spoofing, Pedro Tome, Matthias Vanoni and Sébastien Marcel, in: IEEE International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germay, pages 1 - 10, IEEE, 2014
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Overview of the ImageCLEF 2014 Domain Adaptation Task, Barbara Caputo and Novi Patricia, in: ImageCLEF 2014: Overview and analysis of the results, 2014
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Recurrent Convolutional Neural Networks for Scene Labeling, Pedro H. O. Pinheiro and Ronan Collobert, in: 31st International Conference on Machine Learning (ICML), Beijing, China, pages 82-90, JMLR, 2014
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Recurrent Greedy Parsing with Neural Networks, Joël Legrand and Ronan Collobert, in: Proceedings of ECML 2014, pages 130-144, Springer Berlin Heidelberg, 2014
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Rewards-driven control of robot arm by decoding EEG signals, Ajay Kumar Tanwani, José del R. Millán and Aude Billard, in: Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, pages 1658-1661, IEEE, 2014
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ROCKIT: Roadmap for Conversational Interaction Technologies, Steve Renals, Jean Carletta, K Edwards, Hervé Bourlard, Philip N. Garner, Andrei Popescu-Belis, Dietrich Klakow, A Girenko, Volha Petukhova, P Wacker, A Joscelyne, C Kompis, S Aliwell, W Stevens and Y Sabbah, in: Proceedings of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges (RFMIR '14), pages 39-42, ACM, 2014
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Sample Distillation for Object Detection and Image Classification, Olivier Canévet, Leonidas Lefakis and Francois Fleuret, in: Proceedings of the 6th Asian Conference on Machine Learning (ACML), Nha Trang, Vietnam, 2014
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Scalable Probabilistic Models: Applied to Face Identification in the Wild, Laurent El Shafey and Sébastien Marcel, in: 8th European Biometrics Research and Industry Awards, European Association for Biometrics, Darmstadt, Germany, 2014
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Scene Recognition with Naive Bayes Non-linear Learning, Marco Fornoni and Barbara Caputo, in: Proceedings of the 22nd International Conference on Pattern Recognition, Stockholm, pages 3404 - 3409, IEEE, 2014
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Skills Learning in Robots by Interaction with Users and Environment, Sylvain Calinon, in: In Proc. of the Intl Conf. on Ubiquitous Robots and Ambient Intelligence (URAI), Kuala Lumpur, Malaysia, pages 161-162, 2014
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SPEAR: An open source toolbox for speaker recognition based on Bob, Elie Khoury, Laurent El Shafey and Sébastien Marcel, in: Proceedings of the 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1655 - 1659, 2014
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The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues, Volha Petukhova, Martin Gropp, Dietrich Klakow, Anna Schmidt, Gregor Eigner, Mario Topf, Stefan Srb, Petr Motlicek, Blaise Potard, John Dines, O. Deroo, Ronny Egeler, Uwe Meinz and Steffen Liersch, in: Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, European Language Resources Association (ELRA), 2014
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The Young and the City: Crowdsourcing Urban Awareness in a Developing Country, Salvador Ruiz-Correa, Darshan Santani and Daniel Gatica-Perez, in: Proceedings of the First International Conference on IoT in Urban Space, pages 74-79, 2014
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Tracking Interacting Objects Optimally Using Integer Programming, Xinchao Wang, Engin Turetken, Francois Fleuret and Pascal Fua, in: Proceedings of the European Conference on Computer Vision, pages 17-32, 2014
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What to Show? Automatic Stream Selection Among Multiple Sensors, Remi Emonet, E. Oberzaucher and Jean-Marc Odobez, in: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2014
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Who Will Get the Grant ? A Multimodal Corpus for the Analysis of Conversational Behaviours in Group Interviews, Catharine Oertel, Kenneth Alberto Funes Mora, Samira Sheikhi, Jean-Marc Odobez and Joakim Gustafson, in: International Conference on Multimodal Interaction, Understanding and Modeling Multiparty, Multimodal Interactions Workshop, Istanbul, Turkey, ACM, 2014
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Within- and Cross- Database Evaluations for Gender Classification via BeFIT Protocols, Nesli Erdogmus, Matthias Vanoni and Sébastien Marcel, in: International Workshop on Multimedia Signal Processing, pages 1-6, 2014
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Word Embeddings through Hellinger PCA, Rémi Lebret and Ronan Collobert, in: 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
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2013
3D Head Pose and Gaze Tracking and Their Application to Diverse Multimodal Tasks, Kenneth Alberto Funes Mora, in: Doctoral consortium of the 15th ACM International Conference on Multimodal Interaction, Sydney, Australia, 2013
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A Multipath Sparse Beamfroming Method, Afsaneh Asaei, Bhiksha Raj, Hervé Bourlard and Volkan Cevher, in: Signal Processing with Adaptive Sparse Structured Representations SPARS, 2013
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A Probabilistic Framework for Multiple Speaker Localization, Youssef Oualil, Mathew Magimai.-Doss, Friedrich Faubel and Dietrich Klakow, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013
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A Semi-Automated System for Accurate Gaze Coding in Natural Dyadic Interactions, Kenneth Alberto Funes Mora, Laurent Son Nguyen, Daniel Gatica-Perez and Jean-Marc Odobez, in: 15th ACM International Conference on Multimodal Interaction, Sydney, Australia, ACM, 2013
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Accelerated Training of Linear Object Detectors, Charles Dubout and Francois Fleuret, in: CVPR 2013 Workshop on Structured Prediction, 2013
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ACCENT ADAPTATION USING SUBSPACE GAUSSIAN MIXTURE MODELS, Petr Motlicek, Philip N. Garner, Namhoon Kim and Jeongmi Cho, in: The 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, BC, Canada, pages 7170-7174, 2013
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Alignment of Binocular-Binaural Data Using a Moving Audio-Visual Target, Vasil Khalidov, Florence Forbes and Radu Horaud, in: Proc. of IEEE Int. Workshop on Multimedia Signal Processing (MMSP), 2013
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Anti-spoofing in action: joint operation with a verification system, Ivana Chingovska, André Anjos and Sébastien Marcel, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Biometrics, Portland, Oregon, 2013
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Are ACT's scores increasing with better translation quality?, Najeh Hajlaoui, in: Are ACT's scores increasing with better translation quality?, pages 6, 2013
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Assessing the Accuracy of Discourse Connective Translations: Validation of an Automatic Metric, Najeh Hajlaoui and Andrei Popescu-Belis, in: 14th International Conference on Intelligent Text Processing and Computational Linguistics, University of the Aegean, Samos, Greece, pages 236-247, Springer, 2013
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Automatic Staging of Audio with Emotions, Lakshmi Saheer and Milos Cernak, in: International Conference on Affective Computing and Intelligent Interaction, 2013
Body communicative cue extraction for conversational analysis, Alvaro Marcos-Ramiro, Daniel Pizarro-Perez, Marta Marron-Romera, Laurent Son Nguyen and Daniel Gatica-Perez, in: Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition, 2013
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Combining Content with User Preferences for TED Lecture Recommendation, Nikolaos Pappas and Andrei Popescu-Belis, in: Proceedings of the 11th International Workshop on Content Based Multimedia Indexing, Veszprém, Hungary, IEEE, 2013
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Context Aware Addressee Estimation for Human Robot Interaction, Samira Sheikhi, Dinesh Babu Jayagopi, Vasil Khalidov and Jean-Marc Odobez, in: Proceedings of the 6th Workshop on Eye Gaze in Intelligent Human Machine Interaction: Gaze in Multimodal Interaction, 2013
Cross-Domain Personality Prediction: From Video Blogs to Small Group Meetings, Oya Aran and Daniel Gatica-Perez, in: 15th ACM International Conference on Multimodal Interaction, 2013
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Crosslingual Tandem-SGMM: Exploiting Out-Of-Language Data for Acoustic Model and Feature Level Adaptation, Petr Motlicek, David Imseng and Philip N. Garner, in: Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013), ISCA - International Speech Communication Association, Lyon, France, pages 510-514, ISCA, 2013
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Deformable Part Models with Individual Part Scaling, Charles Dubout and Francois Fleuret, in: British Machine Vision Conference, 2013
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Detecting Narrativity to Improve English to French Translation of Simple Past Verbs, Thomas Meyer, Cristina Grisot and Andrei Popescu-Belis, in: Proceedings of the 1st DiscoMT Workshop at ACL 2013 (51st Annual Meeting of the Association for Computational Linguistics), Sofia, Bulgaria, pages 33-42, 2013
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Distinguishing the Popularity Between Topics: A System for Up-to-date Opinion Retrieval and Mining in the Web, Nikolaos Pappas, Georgios Katsimpras and Efstathios Stamatatos, in: Proceedings of the 14th International Conference on Intelligent Text Processing and Computational Linguistics, LNCS, Samos, Greece, ACM, 2013
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Diverse Keyword Extraction from Conversations, Maryam Habibi and Andrei Popescu-Belis, in: Proceedings of the ACL 2013 (51th Annual Meeting of the Association for Computational Linguistics ), Short Papers, Sofia, Bulgaria, pages 651-657, ACL, 2013
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Evaluating Intra- and Crosslingual Adaptation for Non-native Speech Recognition in a Bilingual Environment, Gyorgy Szaszak and Philip N. Garner, in: Proceedings of the 4th IEEE International Conference on Cognitive Infocommunications, IEEE, Budapest, Hungary, pages 357-361, 2013
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Evaluating Shape Descriptors for Detection of Maya Hieroglyphs, Edgar Roman-Rangel, Jean-Marc Odobez and Daniel Gatica-Perez, in: in Proc. Mexican Conf. on Pattern Recognition, Queretaro, 2013
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Exploiting Accelerometers to Improve Movement Classification for Prosthetics, Arjan Gijsberts and Barbara Caputo, in: International Conference on Rehabilitation Robotics, 2013
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Fast Object Detection with Entropy-Driven Evaluation, Raphael Sznitman, Carlos Becker, Francois Fleuret and Pascal Fua, in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013
FEATURE AND SCORE LEVEL COMBINATION OF SUBSPACE GAUSSIANS IN LVCSR TASK, Petr Motlicek, Daniel Povey and Martin Karafiat, in: The 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, BC, Canada, pages 7604-7608, 2013
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From Foursquare to my Square: Learning Check-in Behavior from Multiple Sources, Eric Malmi, Trinh-Minh-Tri Do and Daniel Gatica-Perez, in: The 7th International AAAI Conference on Weblogs and Social Media, 2013
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From N to N+1: Multiclass Transfer Incremental Learning, Ilja Kuzborskij, Francesco Orabona and Barbara Caputo, in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013
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Fusing Matching and Biometric Similarity Measures for Face Diarization in Video, Elie Khoury, Paul Gay and Jean-Marc Odobez, in: Proceedings of the 3rd ACM conference on International conference on multimedia retrieval, Dallas, Texas, USA, pages 97-104, ACM, 2013
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Idiap at MediaEval 2013: Search and Hyperlinking Task, Chidansh A. Bhatt, Nikolaos Pappas, Maryam Habibi and Andrei Popescu-Belis, in: MediaEval 2013 Workshop, Barcelona, Spain, CEUR-WS.org, 2013
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Implicitation of Discourse Connectives in (Machine) Translation, Thomas Meyer and Bonnie Webber, in: Proceedings of the 1st DiscoMT Workshop at ACL 2013 (51st Annual Meeting of the Association for Computational Linguistics), Sofia, Bulgaria, pages 19-26, 2013
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Inferring Mood in Ubiquitous Conversational Video, Dairazalia Sanchez-Cortes, Joan-Isaac Biel, Shiro Kumano, Junji Yamato, Kazuhiro Otsuka and Daniel Gatica-Perez, in: 12th International Conference on Mobile and Ubiquitous Multimedia, Luleå, Sweden, ACM Press, 2013
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Investigating the Impact of Language Style and Vocal Expression on Social Roles of Participants in Professional Meetings, A. Sapru and Hervé Bourlard, in: Affective Computing and Intelligent Interaction, Geneva, pages 324-329, IEEE, 2013
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Learning to Rank on Network Data, Majid Yazdani, Ronan Collobert and Andrei Popescu-Belis, in: Mining and Learning with Graphs, 2013
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Leveraging the robot dialog state for visual focus of attention recognition, Samira Sheikhi, Vasil Khalidov, David Klotz, Britta Wrede and Jean-Marc Odobez, in: Proceedings of the 15th ACM on International Conference on Multimodal Interaction, 2013
Machine Translation with Many Manually Labeled Discourse Connectives, Thomas Meyer and Lucie Polakova, in: Proceedings of the 1st DiscoMT Workshop at ACL 2013 (51st Annual Meeting of the Association for Computational Linguistics), Sofia, Bulgaria, pages 43-50, 2013
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Manifold Sparse Beamforming, Baran Gözcü, Afsaneh Asaei and Volkan Cevher, in: IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Saint Martin, France, pages 113-116, IEEE, 2013
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MLP-based Factor Analysis for Tandem Speech Recognition, Marc Ferras and Hervé Bourlard, in: Proceedings of the International Conference on Acoustics, Speech and Signal Processing, 2013
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Multiclass Latent Locally Linear Support Vector Machines, Marco Fornoni, Barbara Caputo and Francesco Orabona, in: JMLR W&CP, Volume 29: Asian Conference on Machine Learning, Canberra, Australia, pages 229-244, 2013
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Noise Intrusiveness Factors in Speech Telecommunications, Raphael Ullmann, Hervé Bourlard, Jens Berger and Anna Llagostera Casanovas, in: Proceedings of the AIA-DAGA 2013 International Conference on Acoustics, Merano, Italy, pages 436-439, 2013
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On the (Un)importance of the Contextual Factors In HMM-Based Speech Synthesis, Milos Cernak, Petr Motlicek and Philip N. Garner, in: Proceedings of the IEEE Intl. Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, pages 8140 - 8143, 2013
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One of a Kind: Inferring Personality Impressions in Meetings, Oya Aran and Daniel Gatica-Perez, in: 15th ACM International Conference on Multimodal Interaction, 2013
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Parameter Estimation and Contextual Adaptation for a Multi-Object Tracking CRF Model, Alexandre Heili and Jean-Marc Odobez, in: IEEE Workshop on Performance Evaluation of Tracking and Surveillance, 2013
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Person Independent 3D Gaze Estimation From Remote RGB-D Cameras, Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: International Conference on Image Processing, Melbourne, Australia, IEEE, 2013
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Probabilistic Lexical Modeling and Unsupervised Training for Zero-Resourced ASR, Ramya Rasipuram, Marzieh Razavi and Mathew Magimai.-Doss, in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, 2013
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Reservoir Boosting : Between Online and Offline Ensemble Learning, Leonidas Lefakis and Francois Fleuret, in: Proceedings of the international conference on Neural Information Processing Systems, 2013
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Revisiting the Generality of the Rank-based Human Mobility Model, Darshan Santani and Daniel Gatica-Perez, in: Proceedings of the 2013 ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication, Zurich, Switzerland, pages 1209-1218, ACM, 2013
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Sentiment Analysis of User Comments for One-Class Collaborative Filtering over TED Talks, Nikolaos Pappas and Andrei Popescu-Belis, in: 36th ACM SIGIR Conference on Research and Development in Information Retrieval, Dublin, Ireland, ACM, 2013
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Speaker adaptive Kullback-Leibler divergence based hidden Markov models, David Imseng and Hervé Bourlard, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2013
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Speaking Swiss: Languages and Venues in Foursquare, Darshan Santani and Daniel Gatica-Perez, in: Proceedings of the 21st ACM International Conference on Multimedia, Barcelona, Spain, pages 501-504, ACM, 2013
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Spoofing Attacks To 2D Face Recognition Systems With 3D Masks, Nesli Erdogmus and Sébastien Marcel, in: International Conference of the Biometrics Special Interes Group, Darmstadt, Germany, 2013
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Spoofing in 2D Face Recognition with 3D Masks and Anti-spoofing with Kinect, Nesli Erdogmus and Sébastien Marcel, in: Biometrics: Theory, Applications and Systems, Washington DC, USA, 2013
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Stability and Hypothesis Transfer Learning, Ilja Kuzborskij and Francesco Orabona, in: International Conference on Machine Learning, 2013
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Structured Sparse Acoustic Modeling for Speech Separation, Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard and Volkan Cevher, in: Signal Processing with Adaptive Sparse Structured Representations SPARS, SPARS, 2013
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Time-Sensitive Topic Models for Action Recognition in Videos, Romain Tavenard, Remi Emonet and Jean-Marc Odobez, in: IEEE International Conference on Image Processing, 2013
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Transfer in Inverse Reinforcement Learning for Multiple Strategies, Ajay Kumar Tanwani and Aude Billard, in: IEEE/RSJ International Conference on Intelligent Robots and Systems, Tokyo, Japan, pages 3244-3250, IEEE, 2013
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Understanding Factors in Emotion Perception, Lakshmi Saheer and Blaise Potard, in: ISCA Speech Synthesis Workshop, 2013
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2012
A Multiple Hypothesis Gaussian Mixture Filter for Acoustic Source Localization and Tracking, Youssef Oualil, Friedrich Faubel and Dietrich Klakow, in: 13th International Workshop on Acoustic Signal Enhancement, pages 233-236, 2012
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A tree-based distance between distributions: application to classification of neurons, Riwal Lefort and Francois Fleuret, in: ICASSP 2012 : IEEE International Conference on Acoustics, Speech and Signal Processing, 2012
Acoustic Data-driven Grapheme-to-Phoneme Conversion using KL-HMM, Ramya Rasipuram and Mathew Magimai.-Doss, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2012
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An Agent-Based Focused Crawling Framework for Topic- and Genre-Related Web Document Discovery, Nikolaos Pappas, Georgios Katsimpras and Efstathios Stamatatos, in: 24th IEEE International Conference on Tools with Artificial Intelligence, Athens, Greece, IEEE, 2012
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An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms, Manuel Günther, Roy Wallace and Sébastien Marcel, in: Computer Vision - ECCV 2012. Workshops and Demonstrations, Idiap Research Institute, Heidelberg, pages 547-556, Springer Berlin, 2012
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Assessing the Impact of Language Style on Emergent Leadership Perception from Ubiquitous Audio, Dairazalia Sanchez-Cortes, Petr Motlicek and Daniel Gatica-Perez, in: Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia, Ulm, Germany, 2012
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Automatic detection of conflicts in spoken conversations: ratings and analysis of broadcast political debates, Samuel Kim, Fabio Valente and Alessandro Vinciarelli, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, 2012
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Automatic Speaker Role Labeling in AMI Meetings: Recognition of Formal and Social Roles, A. Sapru and Fabio Valente, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, 2012, 2012
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Boosting localized binary features for speech recognition, Anindya Roy, Mathew Magimai.-Doss and Sébastien Marcel, in: Symposium on Machine Learning in Speech and Language Processing (MLSLP), 2012
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Boosting under-resourced speech recognizers by exploiting out of language data - Case study on Afrikaans, David Imseng, Hervé Bourlard and Philip N. Garner, in: Proceedings of the 3rd International Workshop on Spoken Languages Technologies for Under-resourced Languages, Cape Town, pages 60--67, 2012
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Bridging the Past, Present and Future: Modeling Scene Activities From Event Relationships and Global Rules, Jagannadan Varadarajan, Remi Emonet and Jean-Marc Odobez, in: IEEE Conference on Computer Vision and Pattern Recognition, 2012, Providence, Rhode Island, USA, 2012
Checking In or Checked In: Comparing Large-Scale Manual and Automatic Location Disclosure Patterns, Eric Malmi, Trinh-Minh-Tri Do and Daniel Gatica-Perez, in: Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia, Ulm, Germany, 2012
COMBINING VOCAL TRACT LENGTH NORMALIZATION WITH HIERARCHIAL LINEAR TRANSFORMATIONS, Lakshmi Saheer, Junichi Yamagishi, Philip N. Garner and John Dines, in: Proceedings in International conference on Speech and Signal processing, Kyoto, Japan, pages 4493-4496, IEEE SPS (ICASSP), 2012
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Computational Methods For Structured Sparse Component Analysis of Convolutive Speech Mixtures, Afsaneh Asaei, Michael E. Davies, Hervé Bourlard and Volkan Cevher, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2012
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Contextual Conditional Models for Smartphone-based Human Mobility Prediction, Trinh-Minh-Tri Do and Daniel Gatica-Perez, in: Proceedings of the 14th ACM International Conference on Ubiquitous Computing, 2012
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Discourse-level Annotation over Europarl for Machine Translation: Connectives and Pronouns, Andrei Popescu-Belis, Thomas Meyer, Jeevanthi Liyanapathirana, Bruno Cartoni and Sandrine Zufferey, in: Proceedings of the eighth international conference on Language Resources and Evaluation (LREC), pages 5, 2012
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Exact Acceleration of Linear Object Detectors, Charles Dubout and Francois Fleuret, in: Proceedings of the European Conference on Computer Vision, 2012
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Extracting Directional and Comparable Corpora from a Multilingual Corpus for Translation Studies, Bruno Cartoni and Thomas Meyer, in: Proceedings of the eighth international conference on Language Resources and Evaluation (LREC), Istanbul, TR, pages 6, 2012
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Extracting Informative Textual Parts from Web Pages Containing User-Generated Content, Nikolaos Pappas, Georgios Katsimpras and Efstathios Stamatatos, in: 12th International Conference on Knowledge Management and Knowledge Technologies, ACM ICPS, Graz, Austria, pages 4:1--4:8, ACM, 2012
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Extracting Mobile Behavioral Patterns with the Distant N-Gram Topic Model, Katayoun Farrahi and Daniel Gatica-Perez, in: Proceedings of the IEEE International Symposium on Wearable Computers, Newcastle, 2012
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Face Recognition with Disparity Corrected Gabor Phase Differences, Manuel Günther, Dennis Haufe and Rolf P. Würtz, in: Artificial Neural Networks and Machine Learning, Heidelberg, pages 411-418, Springer Berlin, 2012
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Face Verification using Gabor Filtering and Adapted Gaussian Mixture Models, Laurent El Shafey, Roy Wallace and Sébastien Marcel, in: Proceedings of the 11th International Conference of the Biometrics Special Interest Group, Darmstadt, Germany, pages 397-408, GI-Edition, 2012
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Gaze Estimation From Multimodal Kinect Data, Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: IEEE Conference in Computer Vision and Pattern Recognition, Workshop on Gesture Recognition, Providence, RI, USA, 2012
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Generating Exact Lattices in The WFST Framework, Daniel Povey, Mirko Hannemann, Gilles Boulianne, Lukas Burget, Arnab Ghoshal, Milos Janda, Martin Karafiat, Stefan Kombrink, Petr Motlicek, Yanmin Qian, Korbinian Riedhammer, Karel Vesely and Ngoc Thang Vu, in: Proceedings of 2012 IEEE International Conference on Acoustics, Speech and Signal Processing., The 37th International Conference on Acoustics, Speech, and Signal Processing, Kyoto, JP, Kyoto, Japan, pages 4213-4216, IEEE Signal Processing Societ, 2012
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Impact du degré de supervision sur l'adaptation à un domaine d'un modèle de langage à partir du Web, Gwénolé Lecorvé, John Dines, Thomas Hain and Petr Motlicek, in: Actes de la conference conjointe JEP-TALN-RECITAL 2012, Grenoble, France, pages 193-200, ATALA/AFCP, 2012
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IMPROVING ACOUSTIC BASED KEYWORD SPOTTING USING LVCSR LATTICES, Petr Motlicek, Fabio Valente and Igor Szoke, in: Proceedings on IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Japan, pages 4413-4416, 2012
Indoor Scene Recognition using Task and Saliency-driven Feature Pooling, Marco Fornoni and Barbara Caputo, in: Proceedings of the British Machine Vision Conference, Guildford, UK, 2012
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Investigating the Midline Effect for Visual Focus of Attention Recognition, Samira Sheikhi and Jean-Marc Odobez, in: Int Conf. on Multimodal Interaction (ICMI), Santa Monica, 2012
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Iterative Relevance Feedback with Adaptive Exploration/Exploitation Trade-off, Nicolae Suditu and Francois Fleuret, in: Proceedings of the 21st ACM Conference on Information and Knowledge Management, pages 1323-1331, 2012
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LBP-TOP based countermeasure against face spoofing attacks, Tiago de Freitas Pereira, André Anjos, José Mario De Martino and Sébastien Marcel, in: International Workshop on Computer Vision With Local Binary Pattern Variants - ACCV, pages 12, 2012
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Machine Translation of Labeled Discourse Connectives, Thomas Meyer, Andrei Popescu-Belis, Najeh Hajlaoui and Andrea Gesmundo, in: Proceedings of the Tenth Biennial Conference of the Association for Machine Translation in the Americas (AMTA), pages 10, 2012
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Macro-Action Discovery Based on Change Point Detection and Boosting, Leonidas Lefakis and Francois Fleuret, in: International Conference on Machine Learning and Applications, 2012
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MediaParl: Bilingual mixed language accented speech database, David Imseng, Hervé Bourlard, Holger Caesar, Philip N. Garner, Gwénolé Lecorvé and Alexandre Nanchen, in: Proceedings of the 2012 IEEE Workshop on Spoken Language Technology, pages 263--268, 2012
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Microphone Array Beampattern Characterization for Hands-free Speech Applications, Mohammad J. Taghizadeh, Philip N. Garner and Hervé Bourlard, in: IEEE 7th Sensor Array and Multichannel Signal Processing Workshop(SAM), Hoboken, NJ, USA, pages 473-476, 2012
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Modeling dominance effects on nonverbal behaviors using granger causality, Kyriaki Kalimeri, Bruno Lepri, Oya Aran, Dinesh Babu Jayagopi, Daniel Gatica-Perez and Fabio Pianesi, in: Proceedings of International Conference on Multimodal Interaction, ICMI 2012, Santa Monica, CA, 2012
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Multimodal Cue Detection Engine for Orchestrated Entertainment, Danil Korchagin, Stefan Duffner, Petr Motlicek and Carl Scheffler, in: Proceedings International Conference on MultiMedia Modeling, Klagenfurt, Austria, 2012
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On the Challenge of Classifying 52 Hand Movements from Surface Electromyography, Ilja Kuzborskij, Arjan Gijsberts and Barbara Caputo, in: 34th Annual Conference of the IEEE Engineering in Medicine & Biology Society, 2012
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On the Effectiveness of Local Binary Patterns in Face Anti-spoofing, Ivana Chingovska, André Anjos and Sébastien Marcel, in: Proceedings of the 11th International Conference of the Biometrics Special Interes Group, 2012
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Overview of the ImageCLEF 2012 Robot Vision Task, Jesus Martinez-Gomez, Ismael Garcia-Varea and Barbara Caputo, in: Working Notes of the ImageCLEF 2012 Laboratory, 2012
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Recognizing the Visual Focus of Attention for Human Robot Interaction, Samira Sheikhi, Vasil Khalidov and Jean-Marc Odobez, in: IEEE International Conference on Intelligent Robots and Systems (IROS) - Human Behavior Understanding Workshop(IROS-HBU), 2012
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Robust triphone mapping for acoustic modeling, Milos Cernak, David Imseng and Hervé Bourlard, in: Proceedings of Interspeech, Portland, Oregon, 2012
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Socio-Technical Network Analysis from Wearable Interactions, Katayoun Farrahi, Remi Emonet and Alois Ferscha, in: International Symposium on Wearable Computers, 2012
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Speaker Diarization and Linking of Large Corpora, Marc Ferras and Hervé Bourlard, in: Proceedings of the IEEE Workshop on Spoken Language Technology, 2012
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Speaker Diarization of Meetings based on large TDOA feature vectors, Deepu Vijayasenan and Fabio Valente, in: Proceedings of International Conference on Acoustic, Speech and Signal Processing, 2012
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Structured Sparse Coding for Microphone Array Location Calibration, Afsaneh Asaei, Bhiksha Raj, Hervé Bourlard and Volkan Cevher, in: SAPA-SCALE Conference, The 5th ISCA workshop on statistical and perceptual audition, 2012
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Sub-Band Based Log-Energy and its Dynamic Range Stretching for Robust In-Car Speech Recognition, Weifeng Li and Hervé Bourlard, in: Proceedings of the 13th Annual Conference of the International Speech Communication Association (InterSpeech), Portland, Oregon, 2012
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Supervised and unsupervised Web-based language model domain adaptation, Gwénolé Lecorvé, John Dines, Thomas Hain and Petr Motlicek, in: Proceedings of Interspeech, Portland, Oregon, USA, pages to appear, 2012
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The Good, the Bad, and the Angry: Analyzing Crowdsourced Impressions of Vloggers, Joan-Isaac Biel and Daniel Gatica-Perez, in: Proceedings of AAAI International Conference on Weblogs and Social Media, 2012
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The Idiap Speaker Recognition Evaluation System at NIST SRE 2012, Elie Khoury, Laurent El Shafey and Sébastien Marcel, in: NIST Speaker Recognition Conference, NIST, Orlando, USA, 2012
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Translating English Discourse Connectives into Arabic: a Corpus-based Analysis and an Evaluation Metric, Najeh Hajlaoui and Andrei Popescu-Belis, in: Fourth Workshop on Computational Approaches to Arabic Script-based Languages at Proceedings of the Tenth Biennial Conference of the Association for Machine Translation in the Americas (AMTA), 2012
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Using Crowdsourcing to Compare Document Recommendation Strategies for Conversations, Maryam Habibi and Andrei Popescu-Belis, in: RecSys, Recommendation Utility Evaluation (RUE 2012), Dublin, Ireland, pages 15-20, 2012
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Using KL-divergence and multilingual information to improve ASR for under-resourced languages, David Imseng, Hervé Bourlard and Philip N. Garner, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, pages 4869--4872, 2012
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Using Self-Context for Multimodal Detection of Head Nods in Face-to-Face Interactions, Laurent Son Nguyen, Jean-Marc Odobez and Daniel Gatica-Perez, in: Proceedings of the 14th ACM International Conference on Multimodal Interaction, 2012
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Using Sense-labeled Discourse Connectives for Statistical Machine Translation, Thomas Meyer and Andrei Popescu-Belis, in: Proceedings of the EACL2012 Workshop on Hybrid Approaches to Machine Translation (HyTra), Avignon, FR, pages 129--138, 2012
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2011
A Compressive Sensing Based Compressed Neural Network for Sound Source Localization, Mehdi Banitalebi Dehkordi, Hamid Reza Abutalebi and Hossein Ghanei, in: Proceedings of International Symposium on Artificial Intelligence and Signal Processing, 2011
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A Corpus-based Contrastive Analysis for Defining Minimal Semantics of Inter-sentential Dependencies for Machine Translation, Thomas Meyer, Andrei Popescu-Belis, Jeevanthi Liyanapathirana and Bruno Cartoni, in: Proceedings of the GSCL2011 Workshop on "Contrastive Analysis - Translation Studies - Machine Translation: What can we learn from each other?", Hamburg, Germany, pages 5, 2011
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A Joint Estimation of Head and Body Orientation Cues in Surveillance Video, Cheng Chen, Alexandre Heili and Jean-Marc Odobez, in: IEEE International Workshop on Socially Intelligent Surveillance and Monitoring, 2011
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A Just-in-Time Document Retrieval System for Dialogues or Monologues, Andrei Popescu-Belis, Majid Yazdani, Alexandre Nanchen and Philip N. Garner, in: SIGDIAL 2011 (12th annual SIGDIAL Meeting on Discourse and Dialogue), Demonstration Session, Portland, OR, pages 350-352, 2011
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A Large-Scale Database of Images and Captions for Automatic Face Naming, Mert Ozcan, Jie Luo, Vittorio Ferrari and Barbara Caputo, in: Proceedings of the 22nd British Machine Vision Conference, 2011
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A Speech-based Just-in-Time Retrieval System using Semantic Search, Andrei Popescu-Belis, Majid Yazdani, Alexandre Nanchen and Philip N. Garner, in: Proceedings of the ACL-HLT 2011 System Demonstrations (49th Annual Meeting of the Association for Computational Linguistics), Portland, OR, pages 80-86, 2011
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An Audio Visual Corpus for Emergent Leader Analysis, Dairazalia Sanchez-Cortes, Oya Aran and Daniel Gatica-Perez, in: Multimodal Corpora for Machine Learning: Taking Stock and Road mapping the Future, 2011
Audio Spatio-Temporal Fingerprints for Cloudless Real-Time Hands-Free Diarization on Mobile Devices, Danil Korchagin, in: Proceedings of the 3rd Joint Workshop on Hands-Free Speech Communication and Microphone Arrays, Edinburgh, UK, 2011
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Automatic Time Skew Detection and Correction, Danil Korchagin, in: Proceedings International Conference on Signal Acquisition and Processing, Singapore, 2011
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Boosting with Maximum Adaptive Sampling, Charles Dubout and Francois Fleuret, in: Proceedings of the Neural Information Processing Systems Conference, 2011
Building 'directional corpora' for unbiased contrastive analysis, Bruno Cartoni and Thomas Meyer, in: Proceedings of Corpus Linguistics Conference, Birmingham, UK, pages 29-30, 2011
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Cross-Lingual Speaker Discrimination Using Natural and Synthetic Speech, Mirjam Wester and Hui Liang, in: Proceedings of Interspeech, Florence, Italy, 2011
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Deep Learning for Efficient Discriminative Parsing, Ronan Collobert, in: International Conference on Artificial Intelligence and Statistics, 2011
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Detection-Based Multi-Human Tracking Using a CRF Model, Alexandre Heili, Cheng Chen and Jean-Marc Odobez, in: The Eleventh IEEE International Workshop on Visual Surveillance, 2011
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Disambiguating Temporal-Contrastive Discourse Connectives for Machine Translation, Thomas Meyer, in: Proceedings of ACL-HLT 2011 Student Session, Association for Computational Linguistics, Portland, OR, pages 46--51, 2011
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Engagement-based Multi-party Dialog with a Humanoid Robot, David Klotz, Johannes Wienke, Julia Peltason, Britta Wrede, Sebastian Wrede, Vasil Khalidov and Jean-Marc Odobez, in: Proceedings of the SIGDIAL 2011: the 12th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pages 341-343, 2011
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Environment - Application - Adaptation: a Community Architecture for Ambient Intelligence, Remi Emonet, in: International Conference on Ambient Computing, Applications, Services and Technologies, 2011
Exploiting Long-Term Observations for Track Creation and Deletion in Online Multi-Face Tracking, Stefan Duffner and Jean-Marc Odobez, in: IEEE Conference on Automatic Face and Gesture Recognition, pages 525-530, IEEE, 2011
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Exploiting observers' judgements for nonverbal group interaction analysis, Gokul Chittaranjan, Oya Aran and Daniel Gatica-Perez, in: IEEE Conference on Automatic Face and Gesture Recognition, pages 6, IEEE, 2011
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Fast and flexible Kullback-Leibler divergence based acoustic modeling for non-native speech recognition, David Imseng, Ramya Rasipuram and Mathew Magimai.-Doss, in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, Hawaii, USA, pages 348-353, 2011
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Fast Speaker Verification on Mobile Phone data using Boosted Slice Classifiers, Anindya Roy, Mathew Magimai.-Doss and Sébastien Marcel, in: IAPR IEEE International Joint Conference on Biometrics, Washington DC, 2011
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Finding Audio-Visual Events in Informal Social Gatherings, Xavier Alameda-Pineda, Vasil Khalidov, Radu Horaud and Florence Forbes, in: IEEE/ACM 13th International Conference on Multimodal Interaction, 2011
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FlowBoost - Appearance Learning from Sparsely Annotated Video, Karim Ali, David Hasler and Francois Fleuret, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2011
GroupUs: Smartphone Proximity Data and Human Interaction Type Mining, Trinh-Minh-Tri Do and Daniel Gatica-Perez, in: 15th annual International Symposium on Wearable Computers, San Francisco, USA, 2011
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HEAT: Iterative Relevance Feedback with One Million Images, Nicolae Suditu and Francois Fleuret, in: Proceedings of the IEEE International Conference on Computer Vision, pages 2118-2125, 2011
How Comparable are Parallel Corpora? Measuring the Distribution of General Vocabulary and Connectives, Bruno Cartoni, Sandrine Zufferey, Thomas Meyer and Andrei Popescu-Belis, in: Proceedings of 4th Workshop on Building and Using Comparable Corpora, ACL, Portland, OR, pages 78--86, 2011
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Humans as Feature Extractors: Combining Prosody and Personality Perception for Better Speaking Style Recognition, Gelareh Mohammadi and Alessandro Vinciarelli, in: Proceeding of IEEE Int Conference on Systems, Man, and Cybernetics - Special Sessions, 2011
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Impact of Excitation Frequency on Short-Term Recording Synchronisation and Confidence Estimation, Danil Korchagin, in: Proceedings European Signal Processing Conference, Barcelona, Spain, 2011
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Improving Articulatory Feature and Phoneme Recognition using Multitask Learning, Ramya Rasipuram and Mathew Magimai.-Doss, in: Artificial Neural Networks and Machine Learning - ICANN 2011, pages 299-306, Springer Berlin / Heidelberg, 2011
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Inferring truth from multiple annotators for social interaction analysis, Gokul Chittaranjan, Oya Aran and Daniel Gatica-Perez, in: Neural Information Processing Systems (NIPS) Workshop on Modeling Human Communication Dynamics (HCD), pages 4, 2011
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Integrating articulatory features using Kullback-Leibler divergence based acoustic model for phoneme recognition, Ramya Rasipuram and Mathew Magimai.-Doss, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, pages 5192 - 5195, 2011
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Joint Adaptive Colour Modelling and Skin, Hair and Clothing Segmentation Using Coherent Probabilistic Index Maps, Carl Scheffler and Jean-Marc Odobez, in: British Machine Vision Conference, British Machine Vision Association, Dundee, UK, 2011
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Joint Optimization of Hidden Conditional Random Fields and Non Linear Feature Extraction, Antoine Vinel, Trinh-Minh-Tri Do and Thierry Artieres, in: Proceedings of International Conference on Document Analysis and Recognition, 2011
Just-in-Time Multimodal Association and Fusion from Home Entertainment, Danil Korchagin, Petr Motlicek, Stefan Duffner and Hervé Bourlard, in: Proceedings IEEE International Conference on Multimedia & Expo, Barcelona, Spain, 2011
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Language dependent universal phoneme posterior estimation for mixed language speech recognition, David Imseng, Hervé Bourlard, Mathew Magimai.-Doss and John Dines, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Prag, CZ, pages 5012-5015, 2011
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Look at who's talking, M. Cristani, A. Pesarin, Alessandro Vinciarelli, M. Crocco and V. Murino, in: Proceedings of International Conference on Ambient Intelligence, pages 68-76, 2011
Model-based Compressive Sensing for Multi-party Distant Speech Recognition, Afsaneh Asaei, Hervé Bourlard and Volkan Cevher, in: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing, 2011
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Multi-camera Open Space Human Activity Discovery for Anomaly Detection, Remi Emonet, Jagannadan Varadarajan and Jean-Marc Odobez, in: 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011
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Multiclass Transfer Learning from Unconstrained Priors, Jie Luo, Tatiana Tommasi and Barbara Caputo, in: Proceedings of the 13th International Conference on Computer Vision, 2011
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Multilingual Annotation and Disambiguation of Discourse Connectives for Machine Translation, Thomas Meyer, Andrei Popescu-Belis, Sandrine Zufferey and Bruno Cartoni, in: Proceedings of 12th SIGdial Meeting on Discourse and Dialogue, Association for Computational Linguistics, Portland, OR, pages 194--203, 2011
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MULTISTREAM SPEAKER DIARIZATION THROUGH INFORMATION BOTTLENECK SYSTEM OUTPUTS COMBINATION, Deepu Vijayasenan, Fabio Valente and Petr Motlicek, in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2011
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New world, New Worlds: Visual Analysis of Pre-Columbian Pictorial Collections., Daniel Gatica-Perez, Edgar Roman-Rangel, Jean-Marc Odobez and Carlos Pallan, in: Proceedings of the International Workshop on Multimedia for Cultural Heritage, Modena, Italy., Springer CCIS series book, 2011
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People-Centric Mobile Sensing with a Pragmatic Twist: from Behavioral Data Points to Active User Involvement, Jan Blom, Daniel Gatica-Perez and N. Kiukkonen, in: International Conference on Human-Computer Interaction with Mobile Devices and Services, 2011
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Phoneme Recognition using Boosted Binary Features, Anindya Roy, Mathew Magimai.-Doss and Sébastien Marcel, in: IEEE Intl. Conference on Acoustics, Speech and Signal Processing 2011, 2011
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Posterior Features for Template-based ASR, Serena Soldo, Mathew Magimai.-Doss, Joel Praveen Pinto and Hervé Bourlard, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, Prague, Czech Republic, 2011
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Recent Developments in Social Signal Processing, Albert Ali Salah, Maja Pantic and Alessandro Vinciarelli, in: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pages 380-385, 2011
Searching the Past: An Improved Shape Descriptor to Retrieve Maya Hieroglyphs., Edgar Roman-Rangel, Carlos Pallan, Jean-Marc Odobez and Daniel Gatica-Perez, in: Proceedings of the ACM International Conference in Multimedia, Scottsdale, USA, ACM, 2011
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Social Focus of Attention as a Time Function Derived from Multimodal Signals, Danil Korchagin and Hamid Reza Abutalebi, in: Proceedings IEEE International Conference on Multimedia & Expo, Barcelona, Spain, 2011
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Speaker Diarization of Meetings based on Speaker Role N-gram Models, Fabio Valente, Deepu Vijayasenan and Petr Motlicek, in: Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011
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Tasting Families of Features for Image Classification, Charles Dubout and Francois Fleuret, in: International Conference on Computer Vision, 2011
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The Kaldi Speech Recognition Toolkit, Daniel Povey, Arnab Ghoshal, Gilles Boulianne, Lukas Burget, Ondrej Glembek, Nagendra Goel, Mirko Hannemann, Petr Motlicek, Yanmin Qian, Petr Schwarz, Jan Silovsky, Georg Stemmer and Karel Vesely, in: IEEE 2011 Workshop on Automatic Speech Recognition and Understanding, Hilton Waikoloa Village, Big Island, Hawaii, US, IEEE Signal Processing Society, 2011
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The MASH Project, Francois Fleuret, Philip Abbet, Charles Dubout and Leonidas Lefakis, in: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2011
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The TA2 Database - A Multi-Modal Database from Home Entertainment, Stefan Duffner, Petr Motlicek and Danil Korchagin, in: International Conference on Signal Acquisition and Processing, Singapore, 2011
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Towards Computational Proxemics: Inferring Social Relations from Interpersonal Distances, M. Cristani, G. Paggetti, Alessandro Vinciarelli, L. Bazzani, G. Menegaz and V. Murino, in: Proceedings of the IEEE International Conference on Social Computing, pages 290-297, 2011
Towards semi-supervised learning of semantic spatial concepts, Jesus Martinez-Gomez and Barbara Caputo, in: IEEE International Conference on Robotics and Automation, 2011
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Tracking Multiple Objects under Global Appearance Constraints, Horesh Ben Shitrit, Jerome Berclaz, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE International Conference on Computer Vision, 2011
Ultra-Fast Optimization Algorithm for Sparse Multi Kernel Learning, Francesco Orabona and Jie Luo, in: Proceedings of the 28th International Conference on Machine Learning, 2011
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You Are Known by How You Vlog: Personality Impressions and Nonverbal Behavior in YouTube, Joan-Isaac Biel, Oya Aran and Daniel Gatica-Perez, in: Proceedings of AAAI International Conference on Weblogs and Social Media, Barcelona, 2011
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2010
A Comparison of Supervised and Unsupervised Cross-Lingual Speaker Adaptation Approaches for HMM-Based Speech Synthesis, Hui Liang, John Dines and Lakshmi Saheer, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, Dallas, U.S.A., 2010
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A Multimodal Corpus for Studying Dominance in Small Group Conversations, Oya Aran, Hayley Hung and Daniel Gatica-Perez, in: LREC workshop on Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality, Malta, May 2010, 2010
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A Random Walk Framework to Compute Textual Semantic Similarity: a Unified Model for Three Benchmark Tasks, Majid Yazdani and Andrei Popescu-Belis, in: Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010 ), Carnegie Mellon University, Pittsburgh, PA, USA, 2010
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A Sparsity Constraint for Topic Models - Application to Temporal Activity Mining, Jagannadan Varadarajan, Remi Emonet and Jean-Marc Odobez, in: NIPS-2010 Workshop on Practical Applications of Sparse Modeling: Open Issues and New Directions, 2010
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An Adaptive Initialization Method for Speaker Diarization based on Prosodic Features, David Imseng and Gerald Friedland, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, pages 4946-4949, 2010
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An Alternative Scanning Strategy to Detect Faces, Venkatesh Bala Subburaman and Sébastien Marcel, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, 2010
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Application of Out-Of-Language Detection To Spoken-Term Detection, Petr Motlicek and Fabio Valente, in: 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, 2010
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Are you a Werewolf? Detecting deceptive roles and outcomes in a conversational role-playing game, Gokul Chittaranjan and Hayley Hung, in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2010
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Audio–Visual Synchronisation for Speaker Diarisation, Giulia Garau, Alfred Dielmann and Hervé Bourlard, in: International Conference on Speech and Language Processing, Interspeech, Makuhari, Japan, 2010
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Automatic Temporal Alignment of AV Data with Confidence Estimation, Danil Korchagin, Philip N. Garner and John Dines, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, 2010
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BOOSTED BINARY FEATURES FOR NOISE-ROBUST SPEAKER VERIFICATION, Anindya Roy, Mathew Magimai.-Doss and Sébastien Marcel, in: 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, Texas, 2010
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By their apps you shall understand them: mining large-scale patterns of mobile phone usage, Trinh-Minh-Tri Do and Daniel Gatica-Perez, in: The 9th International Conference on Mobile and Ubiquitous Multimedia, 2010
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Crossmodal Matching of Speakers using Lip and Voice Features in Temporally Non-overlapping Audio and Video Streams, Anindya Roy and Sébastien Marcel, in: 20th International Conference on Pattern Recognition, Istanbul, Turkey, International Association for Pattern Recognition (IAPR), Istanbul, Turkey, 2010
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Delineating Trees in Noisy 2D Images and 3D Image Stacks, German Gonzalez, Engin Turetken, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, pages 2799–2806, 2010
Discovering Human Places of Interest from Multimodal Mobile Phone Data, Raul. Montoliu and Daniel Gatica-Perez, in: Proceedings of 9th International Conference on on Mobile and Ubiquitous Multimedia (MUM,',','), Limassol, Cyprus, 2010
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English Spoken Term Detection in Multilingual Recordings, Petr Motlicek, Fabio Valente and Philip N. Garner, in: Proceedings of Interspeech, Makuhari, Japan, 2010, ISCA, Makuhari, Japan, 2010
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Extracting Motifs from Time Series Generated by Concurrent Activities., Jagannadan Varadarajan, Remi Emonet and Jean-Marc Odobez, in: NIPS workshop on Learning and Planning from Batch Time Series Data, 2010
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Fast Bounding Box Estimation based Face Detection, Venkatesh Bala Subburaman and Sébastien Marcel, in: ECCV, Workshop on Face Detection: Where we are, and what next?, 2010
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Floor Holder Detection and End of Speaker Turn Prediction in Meetings, Alfred Dielmann, Giulia Garau and Hervé Bourlard, in: International Conference on Speech and Language Processing, Interspeech, Makuhari, Japan, ISCA, 2010
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Fusing Audio-Visual Nonverbal Cues to Detect Dominant People in Conversations, Oya Aran and Daniel Gatica-Perez, in: 20th International Conference on Pattern Recognition, Istanbul, Turkey, 2010, Istanbul, Turkey, 2010
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Hands Free Audio Analysis from Home Entertainment, Danil Korchagin, Philip N. Garner and Petr Motlicek, in: Proceedings of Interspeech, Makuhari, Japan, 2010
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Hierarchical Multilayer Perceptron based Language Identification, David Imseng, Mathew Magimai.-Doss and Hervé Bourlard, in: Proceedings of Interspeech, Makuhari, Japan, pages 2722-2725, 2010
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Identifying Emergent Leadership in Small Groups using Nonverbal Communicative Cues, Dairazalia Sanchez-Cortes, Oya Aran, Marianne Schmid Mast and Daniel Gatica-Perez, in: Proc. ICMI-MLMI '10 International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction, Beijing, ACM New York, NY, USA ©2010, 2010
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Implementation of VTLN for Statistical Speech Synthesis, Lakshmi Saheer, John Dines, Philip N. Garner and Hui Liang, in: Proceedings of ISCA Speech Synthesis Workshop, Kyoto, Japan, 2010
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Introducing Crossmodal Biometrics:Person Identification from Distinct Audio & Visual Streams, Anindya Roy and Sébastien Marcel, in: IEEE Fourth International Conference on Biometrics: Theory, Applications and Systems, 2010
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Joint Cascade Optimization Using a Product Of Boosted Classifiers, Leonidas Lefakis and Francois Fleuret, in: Proceedings of the Neural Information Processing Systems Conference, pages 1315–1323, 2010
Kodak Moments and Flickr Diamonds: How Users Shape Large-scale Media, Radu-Andrei Negoescu, Alexander Loui and Daniel Gatica-Perez, in: Proc. of the 18th Intl. Conf. on Multimedia, Firenze, Italy, 2010
Learning from Candidate Labeling Sets, Jie Luo and Francesco Orabona, in: Advances in Neural Information Processing Systems 23 (NIPS10), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2010
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Leveraging speaker diarization for meeting recognition from distant microphones, Andreas Stolcke, Gerald Friedland and David Imseng, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, pages 4390--4393, 2010
Mining Human Location-Routines Using a Multi-Level Approach to Topic Modeling, Katayoun Farrahi and Daniel Gatica-Perez, in: 2010 IEEE Second International Conference on Social Computing, SIN Symposium, Minneapolis, Minnesota, USA, 2010
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Mobile Social Signal Processing: vision and research issues, Alessandro Vinciarelli, Roderick Murray-Smith and Hervé Bourlard, in: Proceedings of the International Workshop on Mobile HCI, Lisbon, pages 513-516, 2010
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Multistream Speaker Diarization beyond Two Acoustic Feature Streams, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: International Conference on Acoustics, Speech, and Signal Processing, 2010
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Neural conditional random fields, Trinh-Minh-Tri Do and Thierry Artieres, in: Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, Chia Laguna, Sardinia, Italy, JMLR: W&CP, 2010
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Object Recognition using Visuo-Affordance Maps, Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta and Barbara Caputo, in: International Conference on Intelligent Robots and Systems, Taipei, pages 1572-1578, IEEE, 2010
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OM-2: An Online Multi-class Multi-kernel Learning Algorithm, Jie Luo, Francesco Orabona, Marco Fornoni, Barbara Caputo and Nicolo Cesa-Bianchi, in: In Proceeding of CVPR 2010, Online Learning for Computer Vision Workshop, 2010
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Online-Batch Strongly Convex Multi Kernel Learning, Francesco Orabona, Jie Luo and Barbara Caputo, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
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Recognizing conversational context in group interaction using privacy-sensitive mobile sensors, Dinesh Babu Jayagopi, Taemie Kim, Alex Pentland and Daniel Gatica-Perez, in: Proceedings of International Conference on Mobile and Ubiquitous Multimedia, Limassol, Cyprus, 2010
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Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer, Tatiana Tommasi, Francesco Orabona and Barbara Caputo, in: Proceedings of IEEE Computer Vision and Pattern Recognition Conference, San Francisco, CA, pages 3081-3088, IEEE, 2010
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Social Signal Processing: Understanding Nonverbal Communication in Social Interactions, Alessandro Vinciarelli and Fabio Valente, in: Proceedings of Measuring Behavior 2010, Eindhoven (The Netherlands), 2010
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Socially Intelligent Surveillance and Monitoring: Analysing Social Dimensions of Physical Space, V. Murino, M. Cristani and Alessandro Vinciarelli, in: Proceedings of International Workshop on Socially Intelligent Surveillance and Monitoring, San Francisco, pages 51-58, 2010
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Speech Enhancement using an Improved MMSE Estimator with Laplacian Prior, Mehdi Rashidinejad, Hamid Reza Abutalebi and Ali Akbar Tadaion, in: Proceedings of 5th International Symposium on Telecommunications, 2010
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The ACLD: Speech-based Just-in-Time Retrieval of Meeting Transcripts, Documents and Websites, Andrei Popescu-Belis, Jonathan Kilgour, Alexandre Nanchen and Peter Poller, in: ACM Multimedia Workshop on Searching Spontaneous Conversational Speech, Florence, Italy, 2010
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Towards a quantitative measure of rareness, Tatiana Tommasi and Barbara Caputo, in: DIRAC Workshop at the European Conference on Machine Learning, pages 129-136, Springer Berlin Heidelberg, 2010
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Towards mixed language speech recognition systems, David Imseng, Hervé Bourlard and Mathew Magimai.-Doss, in: Proceedings of Interspeech, Makuhari, Japan, pages 278-281, 2010
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Towards rich mobile phone datasets: Lausanne data collection campaign, N. Kiukkonen, Blom J., O. Dousse, Daniel Gatica-Perez and J. K. Laurila, in: Proc. ACM Int. Conf. on Pervasive Services (ICPS,',','), Berlin., 2010
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Tracter: A Lightweight Dataflow Framework, Philip N. Garner and John Dines, in: Proceedings of Interspeech, Makuhari, Japan, 2010
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Using Audio and Visual Cues for Speaker Diarisation Initialisation, Giulia Garau and Hervé Bourlard, in: International Conference on Acoustics, Speech and Signal Processing, 2010
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View-Based Appearance Model Online Learning for 3D Deformable Face Tracking, Stéphanie Lefèvre and Jean-Marc Odobez, in: Proc. Int. Conf. on Computer Vision Theory and Applications, Angers, 2010
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Visual processing-inspired Fern-Audio features for Noise-Robust Speaker Verification, Anindya Roy and Sébastien Marcel, in: ACM 25th Symposium on Applied Computing, 2010, Sierre, Switzerland, Association for Computing Machinery, 2010
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Vlogcast Yourself: Nonverbal Behavior and Attention in Social Media, Joan-Isaac Biel and Daniel Gatica-Perez, in: Proceedings International Conference on Multimodal Interfaces (ICMI-MLMI), 2010
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Voices of Vlogging, Joan-Isaac Biel and Daniel Gatica-Perez, in: Proceedings of AAAI International Conference on Weblogs and Social Media, Washington DC, 2010
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2009
A Multimedia Retrieval System Using Speech Input, Andrei Popescu-Belis, Peter Poller, Jonathan Kilgour, Erik Boertjes, Jean Carletta, Sandro Castronovo, Michal Fapso, Alexandre Nanchen, Theresa Wilson, Joost de Wit and Majid Yazdani, in: Proceedings of ICMI-MLMI 2009 (11th International Conference on Multimodal Interfaces and 6th Workshop on Machine Learning for Multimodal Interaction), Cambridge, MA, 2009
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An online framework for learning novel concepts over multiple cues, Jie Luo, Francesco Orabona and Barbara Caputo, in: Proceeding of The 9th Asian Conference on Computer Vision, Xi'an, China, 2009
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APPLICATIONS OF SIGNAL ANALYSIS USING AUTOREGRESSIVE MODELS FOR AMPLITUDE MODULATION, Sriram Ganapathy, Samuel Thomas, Petr Motlicek and Hynek Hermansky, in: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009, WASPAA '09., IEEE, Mohonk Mountain House, New Paltz, New York, USA, 2009
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Arithmetic Coding of Sub-Band Residuals in FDLP Speech/Audio Codec, Petr Motlicek, Sriram Ganapathy and Hynek Hermansky, in: 10th Annual Conference of the International Speech Communication Association, ISCA, Brighton, England, ISCA 2009, 2009
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Automatic Out-of-Language Detection Based on Confidence Measures Derived fromLVCSR Word and Phone Lattices, Petr Motlicek, in: 10thAnnual Conference of the International Speech Communication Association, ISCA, Brighton, England, 2009
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Automatic vs. human question answering over multimedia meeting recordings, Quoc Anh Le and Andrei Popescu-Belis, in: 10th Annual Conference of the International Speech Communication Association, 2009
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Canal9: A database of political debates for analysis of social interactions, Alessandro Vinciarelli, Alfred Dielmann, Sarah Favre and Hugues Salamin, in: Proceedings of the International Conference on Affective Computing and Intelligent Interaction (IEEE International Workshop on Social Signal Processing), Amsterdam, Netherlands, 2009
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Dynamic Partitioned Sampling For Tracking With Discriminative Features, Stefan Duffner, Jean-Marc Odobez and Elisa Ricci, in: Proceedings of the British Maschine Vision Conference, London, 2009
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Error Resilient Speech Coding Using Sub-band Hilbert Envelopes, Sriram Ganapathy, Petr Motlicek and Hynek Hermansky, in: 12th International Conference on Text, Speech and Dialogue, TSD 2009, Pilsen, Czech Republic, Springer - Verlag, Berlin Heidelberg 2009, 2009
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Error Resilient Speech Coding Using Sub-band Hilbert Envelopes, Sriram Ganapathy, Petr Motlicek and Hynek Hermansky, in: 12th International Conference on Text, Speech and Dialogue, TSD 2009, Pilsen, Czech Republic, Springer - Verlag, Berlin Heidelberg 2009, 2009
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Evaluation of Probabilistic Occupancy Map People Detection for Surveillance Systems, Jerome Berclaz, Ali Shahrokni, Francois Fleuret, James Ferryman and Pascal Fua, in: Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, 2009
Flickr Hypergroups, Radu-Andrei Negoescu, Brett Adams, Dinh Phung, Svetha Venkatesh and Daniel Gatica-Perez, in: Proceedings of the 17th ACM International Conference on Multimedia, 2009
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Hierarchical Processing of the Modulation Spectrum for GALE Mandarin LVCSR system, Fabio Valente, Mathew Magimai.-Doss, Christian Plahl and Ravuri Suman, in: Proceedings of the 10thAnnual Conference of the International Speech Communication Association (Interspeech), Brighton, 2009
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Hill-Climbing Attack to an Eigenface-Based Face Verification System, Javier Galbally, Chris McCool, Julian Fierrez, Sébastien Marcel and Javier Ortega-Garcia, in: Proceedings of the First IEEE International Conference on Biometrics, Identity and Security (BIdS), 2009
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Implicit Human Centered Tagging, Alessandro Vinciarelli, Nicolae Suditu and Maja Pantic, in: Proceedings of IEEE Conference on Multimedia and Expo, 2009
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Investigating the use of Visual Focus of Attention for Audio-Visual Speaker Diarisation, Giulia Garau, Silèye O. Ba, Hervé Bourlard and Jean-Marc Odobez, in: Proceedings of the ACM International Conference on Multimedia, Beijing, China, 2009
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Joint Pose Estimator and Feature Learning for Object Detection, Karim Ali, Francois Fleuret, David Hasler and Pascal Fua, in: Proceedings of the IEEE International Conference on Computer Vision, 2009
KL Realignment for Speaker Diarization with Multiple Feature Streams, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: 10th Annual Conference of the International Speech Communication Association, 2009
Learning Large Margin Likelihood for Realtime Head Pose Tracking, Elisa Ricci and Jean-Marc Odobez, in: IEEE Int. Conference on Image Processing, Cairo, Egypt, IEEE, 2009
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Learning Rotational Features for Filament Detection, German Gonzalez, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2009
MDCT for Encoding Residual Signals in Frequency Domain Linear Prediction, Sriram Ganapathy, Petr Motlicek and Hynek Hermansky, in: Audio Engineering Society (AES,',','), 127th Convention, Audio Engineering Society (AES), Audio Engineering Society, 60 East 42nd Street, New York, New York 10165-2520, USA;, 2009
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Measuring the gap between HMM-based ASR and TTS, John Dines, Junichi Yamagishi and Simon King, in: Proceedings of Interspeech, Brighton, U.K., 2009
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Memoirs of Togetherness from Audio Logs, Danil Korchagin, in: Proceedings International ICST Conference on User Centric Media, Venice, Italy, 2009
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MLP Based Hierarchical System for Task Adaptation in ASR, Joel Praveen Pinto, Mathew Magimai.-Doss and Hervé Bourlard, in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, Merano, Italy, 2009
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MUTUAL INFORMATION BASED CHANNEL SELECTION FOR SPEAKER DIARIZATION OF MEETINGS DATA, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2009
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Mutual Information based Channel Selection for Speaker Diarization of Meetings Data, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: Proceedings of International conference on acoustics speech and signal processing, 2009
Non-linear mapping for multi-channel speech separation and robust overlapping speech recognition, Weifeng Li, John Dines, Mathew Magimai.-Doss and Hervé Bourlard, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2009
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Out-of-Scene AV Data Detection, Danil Korchagin, in: Proceedings IADIS International Conference Applied Computing, Rome, Italy, 2009
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Overview of the CLEF 2009 medical image annotation track, Tatiana Tommasi, Barbara Caputo, Petra Welter, Mark O. Güld and Thomas M Deserno, in: Workshop of the Cross-Language Evaluation Forum, Corfu, Greece, pages 85-93, Springer Berlin Heidelberg, 2009
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Parts-Based Face Verification using Local Frequency Bands, Chris McCool and Sébastien Marcel, in: in Proceedings of IEEE/IAPR International Conference on Biometrics, 2009
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Posterior features applied to speech recognition tasks with user-defined vocabulary, Guillermo Aradilla, Hervé Bourlard and Mathew Magimai.-Doss, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2009
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Predicting Remote Versus Collocated Group Interactions using Nonverbal Cues, Dairazalia Sanchez-Cortes, Dinesh Babu Jayagopi and Daniel Gatica-Perez, in: Proc. Int. Conf. on Multimodal Interfaces, Workshop on Multimodal Sensor-Based Systems and Mobile Phones for Social Computing,, Cambridge, 2009
[DOI]
Retrieving Ancient Maya Glyphs with Shape Context, Edgar Roman-Rangel, Carlos Pallan, Jean-Marc Odobez and Daniel Gatica-Perez, in: 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops, Kyoto, Japan, IEEE, 2009
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Robust Speaker Diarization for Short Speech Recordings, David Imseng and Gerald Friedland, in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, Merano, Italy, pages 432-437, 2009
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SNR Features for Automatic Speech Recognition, Philip N. Garner, in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, Merano, Italy, 2009
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Social Network Analysis in Multimedia Indexing: Making Sense of People in Multiparty Recordings, Sarah Favre, in: Proceedings of the Doctoral Consortium of the International Conference on Affective Computing & Intelligent Interaction (ACII), 2009
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Steerable Features for Statistical 3D Dendrite Detection, German Gonzalez, Francois Aguet, Francois Fleuret, Michael Unser and Pascal Fua, in: Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention, 2009
Structure and appearance features for robust 3D facial actions tracking, Stéphanie Lefèvre and Jean-Marc Odobez, in: IEEE Proc. Int. Conf. on Multimedia and Expo, IEEE, 2009
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Topic Models for Scene Analysis and Abnormality Detection, Jagannadan Varadarajan and Jean-Marc Odobez, in: 9th International Workshop in Visual Surveillance, IEEE, Kyoto, Japan, IEEE, 2009
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Volterra Series for Analyzing MLP based Phoneme Posterior Probability Estimator, Joel Praveen Pinto, G. S. V. S. Sivaram, Hynek Hermansky and Mathew Magimai.-Doss, in: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009
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Wearing a YouTube hat: directors, comedians, gurus, and user aggregated behavior, Joan-Isaac Biel and Daniel Gatica-Perez, in: Proceedings of the 17th ACM International Conference on Multimedia, ACM, 2009
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Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation, Jie Luo, Barbara Caputo and Vittorio Ferrari, in: Advances in Neural Information Processing Systems 22 (NIPS09), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2009
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YOU ARE FIRED! NONVERBAL ROLE ANALYSIS IN COMPETITIVE MEETINGS, Raducanu Bogdan, Vitria J. and Daniel Gatica-Perez, in: Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP,',','), Taiwan., 2009
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2008
A Distance Model for Rhythms, Jean-François Paiement, Yves Grandvalet, Samy Bengio and Douglas Eck, in: 25th International Conference on Machine Learning (ICML), 2008
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Adaptive Beamforming with a Maximum Negentropy Criterion, Kenichi Kumatani, John McDonough, Dietrich Klakow, Philip N. Garner and Weifeng Li, in: Proceedings of the Joint Workshop on Hands-free Speech Communication and Microphone Arrays, Italy, 2008
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Analyzing Flickr Groups, Radu-Andrei Negoescu and Daniel Gatica-Perez, in: Proc. of the Intl. Conf. on Image and Video Retrieval, ACM, 2008
Associating Audio-Visual Activity Cues in a Dominance Estimation Framework, Hayley Hung, Yan Huang, Chuohao Yeo and Daniel Gatica-Perez, in: First IEEE Workshop on CVPR for Human Communicative Behavior Analysis, 2008
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Automated Delineation of Dendritic Networks in Noisy Image Stacks, German Gonzalez, Francois Fleuret and Pascal Fua, in: proceedings of the European Conference on Computer Vision, 2008
Brain-Computer Interfaces for HCI and Games, A. Nijholt, D. Tan, B. Allison, José del R. Millán, M. Moore and B. Graimann, in: Proceedings of the 26th Annual CHI Conference on Human Factors in Computing Systems, Extended Abstracts, 2008
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COMBINATION OF AGGLOMERATIVE AND SEQUENTIAL CLUSTERING FOR SPEAKER DIARIZATION, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2008
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Composite Kernel Learning, Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy, in: Proceedings of the 25th Annual International Conference on Machine Learning (ICML 2008), Omnipress, 2008
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Cue Integration for Medical Image Annotation, Tatiana Tommasi, Francesco Orabona and Barbara Caputo, in: Advances in Multilingual and Multimodal Information Retrieval: 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers, Springer-Verlag, 2008
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Daily Routine Classification from Mobile Phone Data, Katayoun Farrahi and Daniel Gatica-Perez, in: Workshop on Machine Learning and Multimodal Interaction (MLMI08), 2008
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Detecting queues at vending machines: a statistical layered approach, Xavier Naturel and Jean-Marc Odobez, in: Proc. Int. Conf. on Pattern Recognition (ICPR), Tampa, 2008
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Discovering Human Routines from Cell Phone Data with Topic Models, Katayoun Farrahi and Daniel Gatica-Perez, in: IEEE International Symposium on Wearable Computers (ISWC), 2008
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Exploiting Contextual Information for Improved Phoneme Recognition, Joel Praveen Pinto, Hynek Hermansky, B. Yegnanarayana and Mathew Magimai.-Doss, in: "IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP)", 2008
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Exploiting Contextual Information for Speech/Non-Speech Detection, Sree Hari Krishnan Parthasarathi, Petr Motlicek and Hynek Hermansky, in: Text, Speech and Dialogue, Brno, Czech Republic, Springer-Verlag Berlin, Heidelberg, 2008
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Fast Approximate Spoken Term Detection from Sequence of Phonemes, Joel Praveen Pinto, Igor Szoke, S. R. Mahadeva Prasanna and Hynek Hermansky, in: Workshop on Searching Spontaneous Conversational Speech at SIGIR, 2008
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Fast human detection from videos using covariance features, Jian Yao and Jean-Marc Odobez, in: European Conference on Computer Vision, workshop on Visual Surveillance (ECCV-VS), Marseille, 2008
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Graphical representation of meetings on mobile devices, Lukas Matena, Alejandro Jaimes and Andrei Popescu-Belis, in: MobileHCI 2008 (10th International Conference on Human-Computer Interaction with Mobile Devices and Services, Demonstrations Session), Amsterdam, 2008
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Hierarchical and Parallel Processing of Modulation Spectrum for ASR applications, Fabio Valente and Hynek Hermansky, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2008
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Identifying Dominant People in Meetings from Audio-Visual Sensors, Hayley Hung and Daniel Gatica-Perez, in: International Conference on Automatic Face and Gesture Recognition, Amsterdam, The Netherlands, 2008
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Improving Contextual Quality Models for MT Evaluation Based on Evaluators' Feedback, Paula Estrella, Andrei Popescu-Belis and Margaret King, in: 6th International Conference on Language Resources and Evaluation, Marrakech, Morocco, 2008
Multi-camera 3d person tracking with particle filter in a surveillance environment, Jian Yao and Jean-Marc Odobez, in: 16th European Signal processing Conference (EUSIPCO), 2008
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Multi-camera multi-person 3d space tracking with mcmc in surveillance scenarios, Jian Yao and Jean-Marc Odobez, in: European Conference on Computer Vision, workshop on Multi Camera and Multi-modal Sensor Fusion Algorithms and Applications (ECCV-M2SFA2), Marseille, 2008
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Multi-Camera Tracking and Atypical Motion Detection with Behavioral Maps, Jerome Berclaz, Francois Fleuret and Pascal Fua, in: proceedings of the European Conference on Computer Vision, 2008
Multi-party Focus of Attention Recognition in Meetings from Head Pose and Multimodal Contextual Cues, Silèye O. Ba and Jean-Marc Odobez, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2008
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Object Category Detection using Audio-visual Cues, Jie Luo, Barbara Caputo, Alon Zweig, Joerg-Henrik Back and Joern Anemueller, in: International Conference on Computer Vision Systems (ICVS08), 2008
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Perceptually motivated Sub-band Decomposition for FDLP Audio Coding, Petr Motlicek, Sriram Ganapathy, Hynek Hermansky, Harinath Garudadri and Marios Athineos, in: Text, Speech and Dialogue, Brno, Czech Republic, Springer-Verlag Berlin, Heidelberg, 2008
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Principled Detection-by-classification from Multiple Views, Jerome Berclaz, Francois Fleuret and Pascal Fua, in: proceedings of the International Conference on Computer Vision Theory and Applications, 2008
Recognition of Anticipatory Behavior from Human EEG, Gangadhar Garipelli, Ricardo Chavarriaga and José del R. Millán, in: In proceedings, 4th Intl. Brain-Computer Interface Workshop and Training Course, 2008
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Reference-based vs. task-based evaluation of human language technology, Andrei Popescu-Belis, in: LREC 2008 ELRA Workshop on Evaluation, ELRA, Marrakech, Morocco, 2008
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Reverse Correlation for analyzing MLP Posterior Features in ASR, Joel Praveen Pinto, G. S. V. S. Sivaram and Hynek Hermansky, in: 11th International Conference on Text, Speech, and Dialogue, 2008
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Simultaneous Real-Time Detection of Motor Imagery and Error-Related Potentials for Improved BCI Accuracy, Pierre W. Ferrez and José del R. Millán, in: Proceedings of the 4th International Brain-Computer Interface Workshop and Training Course, 2008
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Social Signals, their Function, and Automatic Analysis: A Survey, Alessandro Vinciarelli, Maja Pantic, Hervé Bourlard and Alex Pentland, in: Proceedings of International Conference on Multimodal Interfaces (to appear), 2008
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Support Vector Machines with a Reject Option, Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshet and Stéphane Canu, in: Proceedings of the 22nd Annual Conference on Neural Information Processing Systems, 2008
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SVM-based Discriminative Accumulation Scheme for Place Recognition, Andrzej Pronobis, Oscar Martinez Monos and Barbara Caputo, in: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA08), 2008
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Task-based evaluation of meeting browsers: from BET task elicitation to user behavior analysis, Andrei Popescu-Belis, Mike Flynn, Pierre Wellner and Philippe Baudrion, in: 6th International Conference on Language Resources and Evaluation, Marrakech, Morocco, 2008
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Timbre and Rhythmic TRAP-TANDEM features for music information retrieval, Nicolas Scaringella, in: "Int. Conf. on Music Information Retrieval (ISMIR)", 2008
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Topickr: Flickr Groups and Users Reloaded, Radu-Andrei Negoescu and Daniel Gatica-Perez, in: MM '08: Proc. of the 16th ACM Intl. Conf. on Multimedia, ACM, 2008
Towards Audio-Visual On-line Diarization Of Participants In Group Meetings, Hayley Hung and Gerald Friedland, in: European Conference on Computer Vision Workshop on Multi-camera and Multi-modal Sensor Fusion, 2008
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Understanding Metro Station Usage using Closed Circuit Television Cameras Analysis, C. Carincotte, Xavier Naturel, M. Hick, Jean-Marc Odobez, Jian Yao, A. Bastide and B. Corbucci, in: 11th International IEEE Conference on Intelligent Transportation Systems (ITSC), Bejing, 2008
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2007
A Generative Model for Rhythms, Jean-François Paiement, Yves Grandvalet, Samy Bengio and Douglas Eck, in: NIPS Workshop on Brain, Music and Cognition, 2007
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AGGLOMERATIVE INFORMATION BOTTLENECK FOR SPEAKER DIARIZATION OF MEETINGS DATA, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: IEEE Automatic Speech Recognition and Understanding Workshop, 2007
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An Acoustic Model Based on Kullback-Leibler Divergence for Posterior Features, Guillermo Aradilla, Jithendra Vepa and Hervé Bourlard, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2007
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Augmenting Astronaut's Capabilities through Brain-Machine Interfaces, M. Broschart, Christina de Negueruela, José del R. Millán and C. Menon, in: Proceedings of the 20th International Joint Conference on Artificial Intelligence, Workshop on Artificial Intelligence for Space Applications, 2007
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Biometric Person Authentication IS A Multiple Classifier Problem, Samy Bengio and Johnny Mariéthoz, in: 7th International Workshop on Multiple Classifier Systems, MCS, 2007
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Combination of Acoustic Classifiers based on Dempster-Shafer Theory of evidence, Fabio Valente and Hynek Hermansky, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2007
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Confidence-based Cue Integration for Visual Place Recognition, Andrzej Pronobis and Barbara Caputo, in: IEEE International Conference on Intelligent RObot Systems (IROS), 2007
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Detection and Recognition of Number Sequences in Spoken Utterances, Guillermo Aradilla and Jitendra Ajmera, in: 2nd Workshop on Speech in Mobile and Pervasive Environments (SiMPE), 2007
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Discriminative Keyword Spotting, Joseph Keshet, David Grangier and Samy Bengio, in: Workshop on Non-Linear Speech Processing, Paris, France, 2007
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Feature Extraction for Multi-Class BCI using Canonical Variates Analysis, Ferran Galán, Pierre W. Ferrez, Francesc Oliva, Joan Guàrdia and José del R. Millán, in: Proceedings of the IEEE International Symposium on Intelligent Signal Processing, 2007
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Frequency Domain Linear Prediction for QMF Sub-bands and Applications to Audio Coding, Petr Motlicek, Hynek Hermansky, Sriram Ganapathy and Harinath Garudadri, in: 4th Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI), 2007
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Hierarchical Penalization, Marie Szafranski, Yves Grandvalet and Pierre Morizet-Mahoudeaux, in: Advances in Neural Information Processing Systems 21, 2007
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Incremental Learning for Place Recognition in Dynamic Environments, Jie Luo, Andrzej Pronobis, Barbara Caputo and Patric Jensfelt, in: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS07), 2007
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Learning the Inter-frame Distance for Discriminative Template-based Keyword Detection, David Grangier and Samy Bengio, in: International Conference on Speech Communication and Technology (INTERSPEECH), 2007
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More Efficiency in Multiple Kernel Learning, Alain Rakotomamonjy, Francis Bach, Stéphane Canu and Yves Grandvalet, in: International Conference on Machine Learning (ICML), 2007
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Multi-Layer Background Subtraction Based on Color and Texture, Jian Yao and Jean-Marc Odobez, in: CVPR 2007 Workshop on Visual Surveillance (VS2007), 2007
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Non-Invasive Brain-Actuated Interaction, José del R. Millán, Pierre W. Ferrez, Ferran Galán, Eileen Lew and Ricardo Chavarriaga, in: Proceedings of the 2nd International Symposium on Brain, Vision and Artificial Intelligence, 2007
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Non-linear Spectral Contrast Stretching for In-car Speech Recognition, Weifeng Li and Hervé Bourlard, in: Interspeech-Eurospeech # to appear in html, 2007
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Posterior-Based Features and Distances in Template Matching for Speech Recognition, Guillermo Aradilla and Hervé Bourlard, in: 4th Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI), 2007
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Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups, Silèye O. Ba and Jean-Marc Odobez, in: Classification of Events, Activities and Relationship Evaluation and Workshop, 2007
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Recognition and Understanding of Meetings The AMI and AMIDA Projects, Steve Renals, Thomas Hain and Hervé Bourlard, in: Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU'07, 2007
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Sparse Probabilistic Classifiers, Romain Hérault and Yves Grandvalet, in: International Conference on Machine Learning (ICML), 2007
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SVM-based Transfer of Visual Knowledge Across Robotic Platforms, Jie Luo, Andrzej Pronobis and Barbara Caputo, in: International Conference on Computer Vision Systems (ICVS07), 2007
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The use of brain-computer interfacing for ambient intelligence, Gangadhar Garipelli, Ferran Galán, Ricardo Chavarriaga, Pierre W. Ferrez, Eileen Lew and José del R. Millán, in: In the book, Constructing Ambient Intelligence: AmI-07 Workshops Proceedings, Max M\:uhlh\:auser, Alois Ferscha, and Erwin Aitenbichler (Eds.,',','), LNCS, Springer Verlag, 2008., 2007
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To Err Is Human: Learning from Error Potentials in Brain-Computer Interfaces, Ricardo Chavarriaga, Pierre W. Ferrez and José del R. Millán, in: 1st International Conference on Cognitive Neurodynamics (ICCN 2007), 2007
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Vibrotactile Feedback in the Context of Mu-Rhythm based BCI, F. Cincotti, L. Kauhanen, F. Aloise, T. Palomäki, N. Caporusso, P. Jylänki, D. Mattia, F. Babiloni, G. Vanacker, Marnix Nuttin, M. G. Marciani and José del R. Millán, in: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007
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Wide-Band Perceptual Audio Coding based on Frequency-Domain Linear Prediction, Petr Motlicek, Vijay Ullal and Hynek Hermansky, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2007
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2006
A Discriminative Approach to Robust Visual Place Recognition, Andrzej Pronobis, Barbara Caputo, Patric Jensfelt and Henrik I. Christensen, in: IEEE International Conference on Intelligent RObot Systems (IROS), 2006
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A Max Kernel For Text-Independent Speaker Verification Systems, Johnny Mariéthoz and Samy Bengio, in: Second Workshop on Multimodal User Authentication, MMUA, 2006
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A Neural Network to Retrieve Images from Text Queries, David Grangier and Samy Bengio, in: International Conference on Artificial Neural Networks (ICANN), 2006
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A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room, Silèye O. Ba and Jean-Marc Odobez, in: 3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI06), 2006
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Analyzing Group Interactions in Conversations: a Review, Daniel Gatica-Perez, in: IEEE Int. Conf. on Multisensor Fusion and Integration for Intelligent Systems (MFI), 2006
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Constructing visual models with a latent space approach, Florent Monay, Pedro Quelhas, Daniel Gatica-Perez and Jean-Marc Odobez, in: the Springer series of Lecture Notes in Computer Science, 2006
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Detecting Abandoned Luggage Items in a Public Space, Kevin C. Smith, Pedro Quelhas and Daniel Gatica-Perez, in: IEEE Performance Evaluation of Tracking and Surveillance Workshop (PETS), 2006
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Detection and Application of Influence Rankings in Small Group Meetings, Rutger Rienks, Dong Zhang, Daniel Gatica-Perez and Wilfried Post, in: In the Eighth International Conference on Multimodal Interfaces (ICMI'06), 2006
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Discriminant linear processing of time-frequency plane, Fabio Valente and Hynek Hermansky, in: International Conference on Spoken Language Processing, 2006
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Discriminative Kernel-Based Phoneme Sequence Recognition, Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer, Samy Bengio and Dan Chazan, in: The 9th International Conference on Spoken Language Processing (INTERSPEECH), Pittsburgh, PA, 2006
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Exploring Contextual Information in a Layered Framework for Group Action Recognition, Dong Zhang, Daniel Gatica-Perez and Samy Bengio, in: In the Eighth International Conference on Multimodal Interfaces (ICMI'06), 2006
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Face Authentication Using Adapted Local Binary Pattern Histograms, Yann Rodriguez and Sébastien Marcel, in: 9th European Conference on Computer Vision (ECCV), 2006
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Finding groups of people in Google news, Dhiraj Joshi and Daniel Gatica-Perez, in: ACM Int. Conf. on Human-Centered Multimedia (HCM), 2006
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Hand Posture Classification and Recognition using the Modified Census Transform, Agnès Just, Yann Rodriguez and Sébastien Marcel, in: IEEE Int. Conf. on Automatic Face and Gesture Recognition (AFGR), 2006
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Haptic Feedback Compared with Visual Feedback for BCI, L. Kauhanen, T. Palomäki, P. Jylänki, F. Aloise, Marnix Nuttin and José del R. Millán, in: Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, 2006
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Indexation de Documents Manuscrits, Alessandro Vinciarelli, in: Proceedings du Colloque International Francophone sur l'Ecrit et le Document (CIFED06), 2006
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Infinite Models for Speaker Clustering, Fabio Valente, in: International Conference on Spoken Language Processing, 2006
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Investigating Lexical Substitution Scoring for Subtitle Generation, Oren Glickman, Ido Dagan, Mikaela Keller, Samy Bengio and Walter Daelemans, in: Proceedings of the 10th Conference on Computational Natural Language Learning (CoNLL)., 2006
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Juicer: A Weighted Finite-State Transducer speech decoder, Darren Moore, John Dines, Mathew Magimai.-Doss, Jithendra Vepa, Octavian Cheng and Thomas Hain, in: 3rd Joint Workshop on Multimodal Interaction and Related Machine LEarning Algorithms MLMI'06, 2006
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Kernel Methods for Melanoma Recognition, Elisabetta La Torre, Tatiana Tommasi and Barbara Caputo, in: Medical Informatics in Europe (MIE), 2006
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Kernel Methods for Melanoma Recognition, Tatiana Tommasi, Elisabetta La Torre and Barbara Caputo, in: Proceedings of Workshop on Computer Vision Approaches to Medical Image Analysis (CVAMIA) 2006), 2006
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Learning to Retrieve Images from Text Queries with a Discriminative Model, David Grangier, Florent Monay and Samy Bengio, in: International Workshop on Adaptive Multimedia Retrieval (AMR), 2006
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Local Binary Patterns as an Image Preprocessing for Face Authentication, Guillaume Heusch, Yann Rodriguez and Sébastien Marcel, in: IEEE Int. Conf. on Automatic Face and Gesture Recognition (AFGR), 2006
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Melanoma Recognition Using Representative and Discriminative Kernel Classifiers, Tatiana Tommasi, Elisabetta La Torre and Barbara Caputo, in: International Workshop on Computer Vision Applications for Medical Image Analysis, 2006
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Modeling Interactions from Email Communication, Daniel Gatica-Perez, Dong Zhang and Samy Bengio, in: Proc. IEEE International Conference on Multimedia & Expo (ICME,',','), 2006, 2006
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Multi-Person Tracking in Meetings: A Comparative Study, Kevin C. Smith, Sascha Schreiber, Vítezslav Beran, Igor Potúcek, Gerhard Rigoll and Daniel Gatica-Perez, in: Multimodal Interaction and Related Machine Learning Algorithms (MLMI), 2006
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Multi-stream ASR: An Oracle Perspective, Hemant Misra, Jithendra Vepa and Hervé Bourlard, in: Proceedings of ISCA International Conference on Spoken Language Processing (ICSLP), 2006
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Natural Scene Image Modeling using Color and Texture Visterms., Pedro Quelhas and Jean-Marc Odobez, in: Conference on Image and Video Retrieval CIVR, 2006
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Nearly optimal exploration-exploitation decision thresholds, Christos Dimitrakakis, in: Int. Conf. on Artificial Neural Networks (ICANN), 2006
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Non-Invasive Brain Computer Interface for Mental Control of a Simulated Wheelchair, Eileen Lew, Marnix Nuttin, Pierre W. Ferrez, A. Degeest, Anna Buttfield, G. Vanacker and José del R. Millán, in: Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, 2006
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Online Classifier Adaptation in High Frequency EEG, Anna Buttfield, Pierre W. Ferrez and José del R. Millán, in: Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, 2006
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Posterior Based Keyword Spotting with A Priori Thresholds, Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard, in: International Conference on Spoken Language Processing (ICSLP), 2006
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Sociometry Based Multiparty Audio Recordings Segmentation, Alessandro Vinciarelli, in: Proceedings of the IEEE Conference on Multimedia and Expo (ICME 2006), 2006
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Sociometry Based Multiparty Audio Recordings Summarization, Alessandro Vinciarelli, in: Proceedings of International Conference on Pattern Recognition (ICPR 2006), 2006
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Speech Coding based on Spectral Dynamics, Petr Motlicek, Hynek Hermansky, Harinath Garudadri and Naveen Srinivasamurthy, in: Ninth International Conference on TEXT, SPEECH and DIALOGUE (TSD), 2006
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The More you Learn, the Less you Store: Memory-Controlled Incremental SVM, Andrzej Pronobis and Barbara Caputo, in: Proceedings of International Cognitive Vision Workshop (ICVW) 2006), 2006
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The segmentation of multi-channel meeting recordings for automatic speech recognition, John Dines, Jithendra Vepa and Thomas Hain, in: Int. Conf. on Spoken Language Processing (Interspeech ICSLP), 2006
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Tracking the Multi Person Wandering Visual Focus of Attention, Kevin C. Smith, Silèye O. Ba, Daniel Gatica-Perez and Jean-Marc Odobez, in: International Conference on Multimodal Interfaces (ICMI06), 2006
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Using Chimeric Users to Construct Fusion Classifiers in Biometric Authentication Tasks: An Investigation, Norman Poh and Samy Bengio, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2006
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Using more informative posterior probabilities for speech recognition, Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2006
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2005
A Graphical Model for Chord Progressions Embedded in a Psychoacoustic Space, Jean-François Paiement, Douglas Eck, Samy Bengio and David Barber, in: Proceedings of the 22nd International Conference on Machine Learning, 2005
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A Meeting Browser Evaluation Test, Pierre Wellner, Mike Flynn, Simon Tucker and Steve Whittaker, in: CHI '92: Proceedings of the SIGCHI conference on Human factors in computing systems, Portland, OR, USA, ACM Press, 2005
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A Neural Network for Text Representation, Mikaela Keller and Samy Bengio, in: International Conference on Artificial Neural Networks, ICANN, 2005
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A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometric, Norman Poh and Samy Bengio, in: Fifth Int'l. Conf. Audio- and Video-Based Biometric Person Authentication AVBPA, 2005
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A Probabilistic Model for Chord Progressions, Jean-François Paiement, Douglas Eck and Samy Bengio, in: Proceedings of the Sixth International Conference on Music Information Retrieval (ISMIR), 2005
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A Rao-Blackwellized Mixed State Particle Filter for Head Pose Tracking, Silèye O. Ba and Jean-Marc Odobez, in: ACM ICMI Workshop on Multimodal Multiparty Meeting Processing (MMMP), 2005
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AV16.3: an Audio-Visual Corpus for Speaker Localization and Tracking, Guillaume Lathoud, Jean-Marc Odobez and Daniel Gatica-Perez, in: Proceedings of the 2004 MLMI Workshop, S. Bengio and H. Bourlard Eds, Springer Verlag, 2005
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Benchmarking Non-Parametric Statistical Tests, Mikaela Keller, Samy Bengio and Siew Yeung Wong, in: Advances in Neural Information Processing Systems, NIPS 18. MIT Press, 2005
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Boosting word error rates, Christos Dimitrakakis and Samy Bengio, in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2005
Database, Protocol and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication, Norman Poh and Samy Bengio, in: Fifth Int'l. Conf. Audio- and Video-Based Biometric Person Authentication AVBPA, 2005
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Detecting Group Interest-level in Meetings, Daniel Gatica-Perez, Iain A. McCowan, Dong Zhang and Samy Bengio, in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2005
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Effect of Segmentation Method on Video Retrieval Performance, David Grangier and Alessandro Vinciarelli, in: Proceedings of the 2005 IEEE International Conference on Multimedia and Expo (ICME-05), 2005
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Evaluation of Multiple Cues Head Pose Tracking Algorithm in Natural Environments, Silèye O. Ba and Jean-Marc Odobez, in: International Conference on Multimedia & Expo ICME 2005, 2005
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Exploiting Hyperlinks to Learn a Retrieval Model, David Grangier and Samy Bengio, in: NIPS Workshop on Learning to Rank, 2005
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Extracting Information from Multimedia Meeting Collections, Daniel Gatica-Perez, Dong Zhang and Samy Bengio, in: 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005
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F-ratio Client-Dependent Normalisation on Biometric Authentication Tasks, Norman Poh and Samy Bengio, in: Proceedings of the 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-05), 2005
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Generative Independent Component Analysis for EEG Classification, Silvia Chiappa and David Barber, in: European Symposium on Artificial Neural Networks ESANN, 2005
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Generative Temporal ICA for Classification in Asynchronous BCI Systems, Silvia Chiappa and David Barber, in: The 2nd International IEEE EMBS Conference On Neural Engineering, 2005
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Gradient estimates of return distributions, Christos Dimitrakakis and Samy Bengio, in: PASCAL Workshop on Principled Methods of Trading Exploration and Exploitation, 2005
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Improving Fusion with Margin-Derived Confidence In Biometric Authentication Tasks, Norman Poh and Samy Bengio, in: Fifth Int'l. Conf. Audio- and Video-Based Biometric Person Authentication AVBPA, 2005
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Inferring Document Similarity from Hyperlinks, David Grangier and Samy Bengio, in: ACM Conference on Information and Knowledge Management, 2005
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Multi-resolution Spectral Entropy Based Feature for Robust ASR, Hemant Misra, Shajith Ikbal, Sunil Sivadas and Hervé Bourlard, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2005
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On Accuracy/Robustness/Complexity Trade-Offs in Face Verification, Conrad Sanderson, Fabien Cardinaux and Samy Bengio, in: IEEE International Conference on Information Technology and Applications, ICITA, 2005
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Spectral Entropy Feature in Full-Combination Multi-Stream for Robust ASR, Hemant Misra and Hervé Bourlard, in: Proceedings of ISCA European Conference on Speech Communication and Technology (Eurospeech), 2005
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The Expected Performance Curve, Samy Bengio, Johnny Mariéthoz and Mikaela Keller, in: International Conference on Machine Learning, ICML, Workshop on ROC Analysis in Machine Learning, 2005
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The Role of Speech in Multimodal Human-Computer Interaction (Towards Reliable Rejection of Non-Keyword Input), Hynek Hermansky, Petr Fousek and Mikko Lehtonen, in: Proceedings of 8th International Conference on Text, Speech and Dialogue - TSD 2005, 2005
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Tracking People in Meetings with Particles, Daniel Gatica-Perez, Jean-Marc Odobez, Silèye O. Ba, Kevin C. Smith and Guillaume Lathoud, in: Proc. Int. Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS,',','), invited paper, 2005
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You Are Wrong!---Automatic Detection of Interaction Errors from Brain Waves, Pierre W. Ferrez and José del R. Millán, in: Proceedings of the 19th International Joint Conference on Artificial Intelligence, 2005
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2004
A Gentle Hessian for Efficient Gradient Descent, Ronan Collobert and Samy Bengio, in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004
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A Statistical Significance Test for Person Authentication, Samy Bengio and Johnny Mariéthoz, in: Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop, 2004
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A Symmetric Transformation for LDA-based Face Verification, Sébastien Marcel, in: Proceedings of the 6th International Conference on Automatic Face and Gesture Recognition, IEEE Computer Society Press, 2004
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Boosting HMMs with an application to speech recognition, Christos Dimitrakakis and Samy Bengio, in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004
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Boosting Pixel-based Classifiers for Face Verification, Sébastien Marcel and Yann Rodriguez, in: Biometric Authentication Workshop of the 8th European Conference on Computer Vision, BIOAW2004, Springer-Verlag, 2004
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Confidence Measures in Multiple pronunciations Modeling For Speaker Verification, Mohamed Faouzi BenZeghiba and Hervé Bourlard, in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004
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Cue integration through discriminative accumulation, Maria Elena Nilsback and Barbara Caputo, in: International Conference on Computer Vision and Pattern Recognition, 2004
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Effect of Recognition Errors on Information Retrieval Performance, Alessandro Vinciarelli, in: Proceedings of International Workshop on Frontiers in Handwriting Recognition, 2004
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Embedding motion in model-based stochastic tracking, Jean-Marc Odobez and Daniel Gatica-Perez, in: 17th Int. Conf. Pattern Recognition (ICPR), 2004
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Face Verification Using Adapted Generative Models, Fabien Cardinaux, Conrad Sanderson and Samy Bengio, in: The 6th International Conference on Automatic Face and Gesture Recognition, FG2004, IEEE, 2004
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Fusion of Structural and Color Local Descriptors for Enhanced Object Recognition, Pedro Quelhas and Jean-Marc Odobez, in: Proceedings IEEE WIAMIS 2004(5th International Workshop on Image Analysis for Multimedia Interactive Services,',','), 21-23 April, 2004, Lisboa, Portugal, 2004
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HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems, Silvia Chiappa and Samy Bengio, in: European Symposium on Artificial Neural Networks ESANN, 2004
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Links Between Perceptrons, MLPs and SVMs, Ronan Collobert and Samy Bengio, in: International Conference on Machine Learning, ICML, 2004
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Modeling Individual and Group Actions in Meetings: a Two-Layer HMM Framework, Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain A. McCowan and Guillaume Lathoud, in: the Second IEEE Workshop on Event Mining: Detection and Recognition of Events in Video, In Association with CVPR, 2004
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Multimodal Group Action Clustering in Meetings, Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain A. McCowan and Guillaume Lathoud, in: ACM 2nd International Workshop on Video Surveillance & Sensor Networks in conjunction with 12th ACM International Conference on Multimedia, 2004
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New Nonsense Syllables Database -- Analyses and Preliminary ASR Experiments, Petr Fousek, Petr Svojanovsky, Frantisek Grezl and Hynek Hermansky, in: Proceedings of International Conference on Spoken Language Processing (ICSLP), 2004
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Noisy Text Categorization, Alessandro Vinciarelli, in: Proceedings of International Conference on Pattern Recognition (ICPR), 2004
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On the Need for On-Line Learning in Brain-Computer Interfaces, José del R. Millán, in: Proceedings of the International Joint Conference on Neural Networks, 2004
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On Use of Task Independent Training Data in Tandem Feature Extraction, Sunil Sivadas and Hynek Hermansky, in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004
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Online Policy Adaptation for Ensemble Classifiers, Christos Dimitrakakis and Samy Bengio, in: 12th European Symposium on Artificial Neural Networks, ESANN 04, 2004
Order Matters: A Distributed Sampling Method for Multi-Object Tracking, Kevin C. Smith, in: British Machine Vision Conference (BMVC), 2004
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Phase AutoCorrelation (PAC) features in Entropy based Multi-Stream for Robust Speech Recognition, Shajith Ikbal, Hemant Misra, Hervé Bourlard and Hynek Hermansky, in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004
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PLSA-based Image Auto-Annotation: Constraining the Latent Space, Florent Monay and Daniel Gatica-Perez, in: Proc. ACM Int. Conf. on Multimedia (ACM MM), 2004
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Posteriori Probabilities and Likelihoods Combination for Speech and Speaker Recognition, Mohamed Faouzi BenZeghiba and Hervé Bourlard, in: International Conference on Spoken Language Processing (ICSLP~2004), 2004
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Pseudo-Syntactic Language Modeling for Disfluent Speech Recognition, Michael McGreevy, in: Proceedings of SST 2004 (10th Australian International Conference on Speech Science & Technology,',','), Sydney, Australia, 2004, 2004
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Real-Time Face Detection Using Boosting Learning in Hierarchical Feature Spaces, Dong Zhang, S. Z. Li and Daniel Gatica-Perez, in: the International Conference on Pattern Recognition (ICPR), 2004
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Recognition of Isolated Complex Mono- and Bi-Manual 3D Hand Gestures, Agnès Just, O. Bernier and Sébastien Marcel, in: Proc. of the sixth International Conference on Automatic Face and Gesture Recognition, 2004
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Restoring Locomotion with a Thought Controlled Mobile Robot, José del R. Millán, in: Proceedings of the 4th Forum of European Neuroscience, 2004
Robust Playfield Segmentation using MAP Adaptation, Mark Barnard and Jean-Marc Odobez, in: Proc. 17th International Conference on Pattern Recognition (ICPR 2004), 2004
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Spectral Entropy Based Feature for Robust ASR, Hemant Misra, Shajith Ikbal, Hervé Bourlard and Hynek Hermansky, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2004
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Statistical Transformations of Frontal Models for Non-Frontal Face Verification, Conrad Sanderson and Samy Bengio, in: Proceedings of the IEEE International Conference on Image Processing (ICIP), 2004
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The Expected Performance Curve: a New Assessment Measure for Person Authentication, Samy Bengio and Johnny Mariéthoz, in: Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop, 2004
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Theme Topic Mixture Model: A Graphical Model for Document Representation, Mikaela Keller and Samy Bengio, in: Pascal Workshop on Text Mining and Understanding, 2004
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Unsupervised Location-Based Segmentation of Multi-Party Speech, Guillaume Lathoud, Iain A. McCowan and Jean-Marc Odobez, in: Proceedings of the 2004 ICASSP-NIST Meeting Recognition Workshop, 2004
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Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks?, Norman Poh and Samy Bengio, in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004
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2003
A Hierarchical Keyframe User Interface for Browsing Video over the Internet, Maël Guillemot, Pierre Wellner, Daniel Gatica-Perez and Jean-Marc Odobez, in: Proceedings of the 9th International Conference on Human-Computer Interaction (INTERACT-2003), IOS Press, 2003
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A Mixed-State I-Particle Filter for Multi-Camera Speaker Tracking, Daniel Gatica-Perez, Guillaume Lathoud, Iain A. McCowan and Jean-Marc Odobez, in: IEEE Int. Conf. on Computer Vision Workshop on Multimedia Technologies for E-Learning and Collaboration (ICCV-WOMTEC), 2003
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A Robust Speaker Clustering Algorithm, Jitendra Ajmera and Charles Wooters, in: IEEE Automatic Speech Recognition Understanding Workshop, 2003
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Adaptive Brain Interfaces for Communication and Control, José del R. Millán, in: Proceedings of the 10th International Conference on Human-Computer Interaction, 2003
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An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition, Samy Bengio, in: Advances in Neural Information Processing Systems, NIPS 15, MIT Press, 2003
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An Implicit Motion Likelihood for Tracking with Particle Filters, Jean-Marc Odobez, Silèye O. Ba and Daniel Gatica-Perez, in: British Machine Vision Conference (BMVC), Springer Verlag, 2003
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Augmenting Frontal Face Models for Non-Frontal Verification, Conrad Sanderson and Samy Bengio, in: Proceedings of the 2003 Workshop on Multimodal User Authentication (MMUA'03), 2003
Client Dependent GMM-SVM Models for Speaker Verification, Quan Le and Samy Bengio, in: International Conference on Artificial Neural Networks, ICANN/ICONIP 2003, Springer Verlag, 2003
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Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS, Fabien Cardinaux, Conrad Sanderson and Sébastien Marcel, in: 4th International Conference on AUDIO- and VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, 2003
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Confusion Matrix Based Entropy Correction in Multi-stream Combination, Hemant Misra and Andrew Morris, in: Proceedings of ISCA European Conference on Speech Communication and Technology (Eurospeech), 2003
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Direct Non-Invasive Brain Computer Interfaces, R. Grave de Peralta Menendez, S. L. González Andino, José del R. Millán, T. Pun and C. M. Michel, in: Proceedings of the 9th International Conference on Functional Mapping of the Human Brain, 2003
Hybrid HMM/ANN and GMM Combination for User-Customized Password Speaker Verification, Mohamed Faouzi BenZeghiba and Hervé Bourlard, in: Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-03), 2003
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Improving Face Authetication Using Virtual Samples, Norman Poh, Sébastien Marcel and Samy Bengio, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003
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Location Based Speaker Segmentation, Guillaume Lathoud and Iain A. McCowan, in: Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-03), 2003
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Microphone Array Speech Recognition : Experiments on Overlapping Speech in Meetings, Darren Moore and Iain A. McCowan, in: Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-03), 2003
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Modeling Human Interaction in Meetings, Iain A. McCowan, Samy Bengio, Daniel Gatica-Perez, Guillaume Lathoud, Florent Monay, Darren Moore, Pierre Wellner and Hervé Bourlard, in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2003
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Multi-Modal Audio-Visual Event Recognition for Football Analysis, Mark Barnard, Jean-Marc Odobez and Samy Bengio, in: Proc. IEEE Workshop on Neural Networks for Signal Processing (NNSP), 2003
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Multimodal Authentication using Asynchronous HMMs, Samy Bengio, in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003
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New Entropy Based Combination Rules in HMM/ANN Multi-stream ASR, Hemant Misra, Hervé Bourlard and Vivek Tyagi, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2003
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Noise Resistant Audio-Visual Verification via Structural Constraints, Conrad Sanderson and Kuldip K. Paliwal, in: Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-03), 2003
Non-Invasive Brain-Actuated Control of a Mobile Robot, José del R. Millán, F. Renkens, J. Mouriño and W. Gerstner, in: Proceedings of the 18th International Joint Conference on Artificial Intelligence, 2003
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Non-Linear Variance Reduction Techniques in Biometric Authentication, Norman Poh and Samy Bengio, in: Workshop on Multimodal User Authentication, 2003
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Nonlinear Spectral Transformations for Robust Speech Recognition, Shajith Ikbal, Hynek Hermansky and Hervé Bourlard, in: Proceedings of the IEEE Automatic Speech Recognition and Understanding (ASRU) Workshop 2003, 2003
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Offline Recognition of Large Vocabulary Cursive Handwritten Text, Alessandro Vinciarelli, Samy Bengio and Horst Bunke, in: Proceedings of International Conference on Document Analysis and Recognition (ICDAR), 2003
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On automatic annotation of meeting databases, Daniel Gatica-Perez, Iain A. McCowan, Mark Barnard, Samy Bengio and Hervé Bourlard, in: IEEE International Conference on Image Processing (ICIP), 2003
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On Image Auto-Annotation with Latent Space Models, Florent Monay and Daniel Gatica-Perez, in: Proc. ACM Int. Conf. on Multimedia (ACM MM), 2003
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On the Combination of Speech and Speaker Recognition, Mohamed Faouzi BenZeghiba and Hervé Bourlard, in: European Conference On Speech, Communication and Technology (EUROSPEECH'03), 2003
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Phase AutoCorrelation (PAC) derived Robust Speech Features, Shajith Ikbal, Hemant Misra and Hervé Bourlard, in: Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-03), 2003
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Robust Features for Frontal Face Authentication in Difficult Image Conditions, Conrad Sanderson and Samy Bengio, in: Proceedings of 4th International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA-03), 2003
Scalability Analysis of Audio-Visual Person Identity Verification, J. Czyz, Samy Bengio, Christine Marcel and L. Vandendorpe, in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003
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Spectral Structuring of Home Videos, Jean-Marc Odobez, Daniel Gatica-Perez and Maël Guillemot, in: International Conference on Image and Video Retrieval (CIVR'03), Springer Verlag, 2003
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Speech recognition of spontaneous, noisy speech using auxiliary information in Bayesian networks, Todd Andrew Stephenson, Mathew Magimai.-Doss and Hervé Bourlard, in: Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-03), 2003
Studying Phase Synchrony for Classification of Mental Tasks in Brain Machine Interfaces, E. Gysels, José del R. Millán, Silvia Chiappa and P. Celka, in: Proceedings of the Conference of the International Society for Brain Electromagnetic Topography, 2003
The BANCA Database and Evaluation Protocol, E. Bailly-Baillière, Samy Bengio, Frédéric Bimbot, M. Hamouz, J. Kittler, Johnny Mariéthoz, J. Matas, K. Messer, Vlad Popovici, F. Porée, B. Ruiz and Jean-Philippe Thiran, in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003
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TRAP-TANDEM: Data-driven extraction of temporal features from speech, Hynek Hermansky, in: large part published in Proceedings of ASRU-2003, 2003
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Vessel Segmentation and Branching Detection using an Adaptive Profile Kalman Filter in Retinal Blood Vessel Structure Analysis, Pedro Quelhas and James Boyce, in: Pattern Recognition and Image Analysis: First Iberian Conference, IbPRIA 2003, Springer-Verlag LNCS, 2003
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Video Shot Clustering using Spectral Methods, Jean-Marc Odobez, Daniel Gatica-Perez and Maël Guillemot, in: 3rd Workshop on Content-Based Multimedia Indexing (CBMI), 2003
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2002
A Comparative Study of Adaptation Methods for Speaker Verification, Johnny Mariéthoz and Samy Bengio, in: International Conference on Spoken Language Processing ICSLP, 2002
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A Multi-sample Multi-source Model for Biometric Authentication, Norman Poh, Samy Bengio and Jerzy Korczak, in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002
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A Parallel Mixture of SVMs for Very Large Scale Problems, Ronan Collobert, Samy Bengio and Yoshua Bengio, in: Advances in Neural Information Processing Systems, NIPS 14, MIT Press, 2002
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A State-of-the-art Neural Network for Robust Face Verification, Sébastien Marcel, Christine Marcel and Samy Bengio, in: Proceedings of the COST275 Workshop on The Advent of Biometrics on the Internet, 2002
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Auxiliary Variables in Conditional Gaussian Mixtures for Automatic Speech Recognition, Todd Andrew Stephenson, Mathew Magimai.-Doss and Hervé Bourlard, in: Seventh International Conference on Spoken Language Processing (ICSLP~2002), 2002
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Conditional Gaussian Mixture Models for Environmental Risk Mapping, Nicolas Gilardi, Samy Bengio and Mikhail Kanevski, in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002
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Dynamic Bayesian Network Based Speech Recognition with Pitch and Energy as Auxiliary Variables, Todd Andrew Stephenson, Jaume Escofet, Mathew Magimai.-Doss and Hervé Bourlard, in: 2002 IEEE International Workshop on Neural Networks for for Signal Processing (NNSP~2002), 2002
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Evaluation of Formant-Like Features for ASR, Katrin Weber, F. de Wet, B. Cranen, Louis Boves, Samy Bengio and Hervé Bourlard, in: International Conference on Spoken Language Processing (ICSLP 2002), 2002
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Evolution of the Mental States Operating a Brain-Computer Interface, J. Mouriño, Silvia Chiappa, R. Jané and José del R. Millán, in: Proceedings of the International Federation for Medical and Biological Engineering, 2002
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Face Verification using MLP and SVM, Fabien Cardinaux and Sébastien Marcel, in: XI Journees NeuroSciences et Sciences pour l'Ingenieur (NSI 2002), 2002
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Facial Expression Analysis using Shape and Motion Information Extracted by Convolutional Neural Networks, B. Fasel, in: International IEEE Workshop on Neural Networks for Signal Processing (NNSP 02), 2002
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Head-Pose Invariant Facial Expression Recognition using Convolutional Neural Networks, B. Fasel, in: International IEEE Conference on Multimodal Interfaces (ICMI 02), 2002
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Improving Face Verification using Skin Color Information, Sébastien Marcel and Samy Bengio, in: Proceedings of the 16th International Conference on Pattern Recognition, IEEE Computer Society Press, 2002
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Increasing Speech Recognition Noise Robustness with HMM2, Katrin Weber, Samy Bengio and Hervé Bourlard, in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02), 2002
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Linking Objects in Videos by Importance Sampling, Daniel Gatica-Perez and Ming-Ting Sun, in: IEEE International Conference on Multimedia and Expo, 2002
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Microphone Array Post-filter for Diffuse Noise Field, Iain A. McCowan and Hervé Bourlard, in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2002
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Mutliscale Facial Expression Recognition using Convolutional Neural Networks, B. Fasel, in: Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 02), 2002
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Object Localization in Metric Spaces for Video Linking, Daniel Gatica-Perez and Ming-Ting Sun, in: IEEE Workshop on Motion and Video Computing, 2002
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Robust Face Analysis using Convolutional Neural Networks, B. Fasel, in: Proceedings of the International Conference on Pattern Recognition (ICPR 02), 2002
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Robust Speech Recognition with Small Microphone Arrays using the Missing Data Approach, Iain A. McCowan, Andrew Morris and Hervé Bourlard, in: Proceedings of International Conference on Speech and Language Processing (ICSLP), 2002
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Scaling Large Learning Problems with Hard Parallel Mixtures, Ronan Collobert, Yoshua Bengio and Samy Bengio, in: International Workshop on Pattern Recognition with Support Vector Machines, SVM'2002, 2002
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Speaker Normalization using HMM2, Shajith Ikbal, Katrin Weber and Hervé Bourlard, in: Proceedings of the 2002 IEEE International Workshop on Neural Networks for Signal Processing (NNSP-02), 2002
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User-Customized Password HMM Based Speaker Verification, Mohamed Faouzi BenZeghiba and Hervé Bourlard, in: Proceedings of the COST275 Workshop on the Advent of Biometrics on the Internet, 2002
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User-Customized Password Speaker Verification based on HMM/ANN and GMM Models, Mohamed Faouzi BenZeghiba and Hervé Bourlard, in: International Conference on Spoken Language Processing (ICSLP~2002), 2002
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Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition, Alessandro Vinciarelli and Samy Bengio, in: Proceedings of 8$^{th}$ International Conference on Frontiers on Handwriting Recognition, 2002
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2001
Confidence Evaluation for Risk Prediction, Nicolas Gilardi, Tom Melluish and Michel Maignan, in: 2001 Annual Conference of the IAMG, 2001
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Data utility modelling for mismatch reduction, Andrew Morris, in: Proc. CRAC (workshop on Consistent & Reliable Acoustic Cues for sound analysis), 2001
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HMM2- Extraction of Formant Features and their Use for Robust ASR, Katrin Weber, Samy Bengio and Hervé Bourlard, in: European Conference on Speech Communication and Technology (Eurospeech 2001), 2001
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Learning the Decision Function for Speaker Verification, Samy Bengio and Johnny Mariéthoz, in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2001
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Modeling Auxiliary Information in Bayesian Network Based ASR, Todd Andrew Stephenson, Mathew Magimai.-Doss and Hervé Bourlard, in: 7th European Conference on Speech Communication and Technology (Eurospeech~2001), 2001
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New Approaches Towards Robust and Adaptive Speech Recognition, Hervé Bourlard, Samy Bengio and Katrin Weber, in: Advances in Neural Information Processing Systems 13, MIT Press, 2001
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Speech Recognition Using Advanced HMM2 Features, Katrin Weber, Samy Bengio and Hervé Bourlard, in: Automatic Speech Recognition and Understanding Workshop, 2001
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Text Enhancement with Asymmetric Filter for Video OCR, Datong Chen, Kim Shearer and Hervé Bourlard, in: Proceedings of the 11th International Conference on Image Analysis and Processing, 2001
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Text Identification in Complex Background using SVM, Datong Chen, Hervé Bourlard and Jean-Philippe Thiran, in: Proceedings of the Int. Conf. on computer vision and pattern recognition, 2001
Video OCR for Sport Video Annotation and Retrieval, Datong Chen, Kim Shearer and Hervé Bourlard, in: Proceedings of the 8th IEEE International Conference on Mechatronics and Machine Vision in Practice, 2001
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2000
Automatic Speech Recognition using Dynamic Bayesian Networks with both Acoustic and Articulatory Variables, Todd Andrew Stephenson, Hervé Bourlard, Samy Bengio and Andrew Morris, in: 6th International Conference on Spoken Language Processing: ICSLP~2000 (Interspeech~2000), 2000
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Blind acoustic source separation for cocktail party speech recognition, H. Hong, Seunjin Choi, Hervé Glotin and Frédéric Berthommier, in: ICONIP, 7th IEEE Int. Conf. on Neural Information Processing, 2000
Fast latent semantic indexing of spoken documents by using self-organizing maps, Mikko Kurimo, in: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP'2000, 2000
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HMM2- A Novel Approach to HMM Emission Probability Estimation, Katrin Weber, Samy Bengio and Hervé Bourlard, in: International Conference on Spoken Langugae Processing (ICSLP 2000), 2000
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Incorporating Domain Knowledge with Video and Voice Data Analysis in News Broadcasts, Kim Shearer, Chitra Dorai and Svetha Venkatesh, in: Proceedings of the Sixth ACM International Conference on Knowledge Discovery and Data Mining, ACM, Boston, MA, USA, 2000
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Indexing spoken audio by LSA and SOMs, Mikko Kurimo, in: Proceedings of the European Signal Processing Conference EUSIPCO'2000, 2000
Iterative Posterior-Based Keyword Spotting Without Filler Models, Marius-Calin Silaghi and Hervé Bourlard, in: Proceedings of the IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, 2000
LPC modeling with speech production constraints, Sacha Krstulović, in: Proc. 5th Speech Production Seminar, 2000
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Multichannel signal separation for cocktail party speech recognition: a dynamic recurrent network, Seunjin Choi, H. Hong, Hervé Glotin and Frédéric Berthommier, in: Int. Conf. on Spoken Language Processing (ICSLP), no IDIAP RR, see RESPITE www, 2000
Multiple Hypotheses Video OCR, Datong Chen and Juergen Luettin, in: Proceedings of the 4th International Workshop on Document Analysis System, 2000
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Off-Line Cursive Script Recognition Based on Continuous Density HMM, Alessandro Vinciarelli and Juergen Luettin, in: Proceedings of 7th International Workshop on Frontiers in Handwriting Recognition, 2000
Recognition of Asymmetric Facial Action Unit Activities and Intensities, B. Fasel and Juergen Luettin, in: Proceedings of the International Conference on Pattern Recognition (ICPR 2000), 2000
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Some applications of a priori knowledge in multi-stream HMM and HMM/ANN based ASR, Andrew Morris, in: Phonus No.5,Dec.2000, ISSN 0949-1791, Proc. Workshop on Phonetics and Phonology in ASR, 2000
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1999
A CASA-labelling model using the localisation cue for robust cocktail-party speech recognition, Hervé Glotin, Frédéric Berthommier and Emmanuel Tessier, in: Proc.\ European Conf.\ on Speech Communication and Technology (EUROSPEECH), 1999
A comparison of mixture models for density estimation, Perry Moerland, in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'99), London: IEE, 1999
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A comparison of two strategies for ASR in additive noise : Missing Data and Spectral Subtraction, Christopher Kermorvant and Andrew Morris, in: 6th European Conference on Speech Communication and Technology --- Eurospeech'99, 1999
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A measure of speech and pitch reliability from voicing, Frédéric Berthommier and Hervé Glotin, in: Proc. Int. Joint Conf. on Artificial Intelligence (IJCAI), Scandinavian AI Society, 1999
A new SNR-feature mapping for robust multistream speech recognition, Frédéric Berthommier and Hervé Glotin, in: Proc. Int. Congress on Phonetic Sciences (ICPhS), 1999
Audio-Visual Person Verification, Souheil Ben-Yacoub, Juergen Luettin, K. Jonsson, J. Matas and J. Kittler, in: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 1999, Fort Collins, USA, 1999
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Classification using localized mixtures of experts, Perry Moerland, in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'99), London: IEE, 1999
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CLIENT / WORLD MODEL SYNCHRONOUS ALIGNEMENT FOR SPEAKER VERIFICATION, Johnny Mariéthoz, Dominique Genoud, Frédéric Bimbot and Chafic Mokbel, in: 6th European Conference on Speech Communication and Technology --- Eurospeech'99, 1999
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Combinatorial Approach for Data Binarization, Eddy Mayoraz and Miguel Moreira, in: Principles of Data Mining and Knowledge Discovery: third european conference; proceedings / PKDD'99, Springer, 1999
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Data binarization by discriminant elimination, Miguel Moreira, Alain Hertz and Eddy Mayoraz, in: Proceedings of the ICML-99 Workshop: From Machine Learning to Knowledge Discovery in Databases, 1999
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Decision-Oriented Environmental Mapping with Radial Basis Function Neural Networks, V. Demyanov, Nicolas Gilardi, Mikhail Kanevski, Michel Maignan and V. Polishchuk, in: Intelligent techniques for Spatio-Temporal Data Analysis in Environmental Applications. Workshop W07, 1999
Deliberate Imposture: a challenge for automatic speaker verification systems, Dominique Genoud and Gérard Chollet, in: Proceedings of the European Conference on Speech Communication and Technology, 1999
Environmental and Pollution Spatial Data Classification with Support Vector Machines and Geostatistics, Nicolas Gilardi, Mikhail Kanevski, Michel Maignan and Eddy Mayoraz, in: Intelligent techniques for Spatio-Temporal Data Analysis in Environmental Applications. Workshop W07, 1999
Evaluating the Complexity of Databases for Person Identification and Verification, Georg Thimm, Souheil Ben-Yacoub and Juergen Luettin, in: 8th Int. Conf. Computer Analysis of Images and Patterns, Springer Verlag, 1999
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Extraction of Articulators in X-Ray Image Sequences, Georg Thimm and Juergen Luettin, in: Proceedings of the European Conference on Speech Communication and Technology, 1999
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Fast Face Detection using MLP and FFT, Souheil Ben-Yacoub, B. Fasel and Juergen Luettin, in: Proc. Second International Conference on Audio and Video-based Biometric Person Authentication (AVBPA'99), 1999
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Illumination-robust Pattern Matching Using Distorted Color Histograms, Georg Thimm and Juergen Luettin, in: Pattern Recognition and Image Understanding, Infix, 1999
Incremental Enrollment of Speech Recognizers, Chafic Mokbel and Olivier Collin, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'99,',','), Phoenix, Arizona, USA, 1999
Iterative Posterior-Based Keyword Spotting Without Filler Models, Marius-Calin Silaghi and Hervé Bourlard, in: Proceedings of the IEEE Automatic Speech Recognition and Understanding (ASRU'99) Workshop, 1999
Latent Semantic Indexing by Self-Organizing Map, Mikko Kurimo and Chafic Mokbel, in: ESCA ETRW workshop on Accessing Information in Spoken Audio, 1999
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Multi-Modal Data Fusion for Person Authentication using SVM, Souheil Ben-Yacoub, in: Proc. Second International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'99), 1999
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Non-Stationary Multi-Channel (Multi-Stream) Processing Towards Robust and Adaptive ASR, Hervé Bourlard, in: Proc. of the ESCA Workshop on Robust Methods for Speech Recognition in Adverse Conditions, 1999
Robust Person Verification based on Speech and Facial Images, Juergen Luettin and Souheil Ben-Yacoub, in: Proceedings of the European Conference on Speech Communication and Technology, 1999
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The full combination sub-bands approach to noise robust HMM/ANN based ASR, Andrew Morris, Astrid Hagen and Hervé Bourlard, in: 6th European Conference on Speech Communication and Technology --- Eurospeech'99, 1999
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Towards introducing long-term statistics in MUSE for robust speech recognition, Christopher Kermorvant and Chafic Mokbel, in: Automatic Speech Recognition and Understanding (ASRU) workshop, 1999
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Tracking Articulators in X-ray Movies of the Vocal Tract, Georg Thimm, in: 8th Int. Conf. Computer Analysis of Images and Patterns, Springer Verlag, 1999
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XM2VTSDB: The Extended M2VTS Database, K. Messer, J. Matas, J. Kittler, Juergen Luettin and Gilbert Maître, in: Proc. Second International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'99), 1999
1998
An overview of the cave project research activities in speaker verification, Frédéric Bimbot, H. P. Hutter, Cédric Jaboulet, Johan Koolwaaij, Johan Lindberg and J. B. Pierrot, in: Reconnaissance du locuteur et ses applications commerciales et criminalistiques, 1998
Confidence Measures in Hybrid HMM/ANN Speech Recognition, Giulia Bernardis and Hervé Bourlard, in: Proceedings of Workshop on Text, Speech and Dialog (TSD'98) Brno, Czech Republic, 1998
Connectionist speech recognition, Hervé Bourlard, in: Proceedings of IK'98, Interdisziplinares Kolleg, Spring Scholl, Gunne am Mohnessee, Germany, March 7--14, 1998
Continuous Audio-Visual Speech Recognition, Juergen Luettin and Stéphane Dupont, in: Proc. 5th European Conference on Computer Vision, Springer Verlag, 1998
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Decision fusion using a multi-linear classifier, Patrick Verlinde, Gilbert Maître and Eddy Mayoraz, in: 1st International Conference on Multisource-Multisensor Data Fusion, 1998
Improving Posterior Based Confidence Measures in Hybrid HMM/ANN Speech Recognition Systems, Giulia Bernardis and Hervé Bourlard, in: Proceedings of International Conference on Spoken Language Processing (ICSLP'98) Sydney, Australia, 1998
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Interfacing of CASA and Multistream recognition, Hervé Glotin, Frédéric Berthommier, Emmanuel Tessier and Hervé Bourlard, in: TSD'98-Text, Speech and Dialog International Workshop, BRNO-Czech Republic, 1998
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POLYCOST: a telephone-speech database for speaker recognition, Dijana Petrovska-Delacretaz, Jean Hennebert, H. Melin and Dominique Genoud, in: Reconnaissance du locuteur et ses applications commerciales et criminalistiques, 1998
Text dependent speaker verification using binary classifiers, Dominique Genoud, Miguel Moreira and Eddy Mayoraz, in: Proceedings of the 1998 IEEE International Conference on Acoustics, Speech, and Signal Processing --- ICASSP'98, IEEE, IEEE, 1998
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Voice transformation, a tool for imposture of speaker verification, Dominique Genoud and Gérard Chollet, in: Proceedings of International Phonetic Science conference IPS98, Washington, 1998
Voice-B System, Gilles Caloz, Cédric Jaboulet, Johnny Mariéthoz, A. Glaeser and Dominique Genoud, in: IEEE 4th Workshop on Intercative Voice Technology for Telecommunications Applications (IVTTA'98) September 29--30, Torino, Italy, 1998
1997
A Connectionist System for Two-Dimensional Representation of Multivariate Location Data, Emile Fiesler and Michel Maignan, in: Proceedings of the Fifth International Workshop on Artificial Intelligence for High Energy Physics, AIHENP, Lausanne, Switzerland, Elsevier Science, 1997
Acoustic-Labial Speaker Verification, Pierre Jourlin, Juergen Luettin, Dominique Genoud and Hubert Wassner, in: Proceedings of the First International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'97), Springer Verlag, 1997
Adapting the 2-Class Recursive Deterministic Perceptron Neural Network to m Classes, M. Tajine, D. Elizondo, Emile Fiesler and Jerzy Korczak, in: Proceedings of the International Conference on Neural Networks, IEEE, IEEE, 1997
An Optical Thresholding Perceptron, Indu Saxena, Perry Moerland, Emile Fiesler, A. R. Pourzand and N. Collings, in: Proceedings of the Workshop on Optics and Computer Science, Geneva, Switzerland, 1997
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Handwritten Digit Recognition with Binary Optical Perceptron, Indu Saxena, Perry Moerland, Emile Fiesler and A. R. Pourzand, in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997
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Hybrid HMM/ANN Systems for Speech Recognition: Overview and New Research Directions, Hervé Bourlard and Nelson Morgan, in: International School on Neural Nets: Adaptive Processing of Temporal Information, Springer Verlag, 1997
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Integrating Acoustic and Labial Information for Speaker Identification and Verification, Pierre Jourlin, Juergen Luettin, Dominique Genoud and H. Wassner, in: Proceedings of the European Conference on Speech Communication and Technology, 1997
Mixtures of Experts Estimate A Posteriori Probabilities, Perry Moerland, in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997
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On the Complexity of Recognizing Iterated Differences of Polyhedra, Eddy Mayoraz, in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997
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On the Decomposition of Polychotomies into Dichotomies, Eddy Mayoraz and Miguel Moreira, in: Proceedings of The Fourteenth International Conference on Machine Learning, Morgan Kaufmann, 1997
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Person Authentication by Fusing Face and Speech Information, Benoît Duc, Gilbert Maître, Stefan Fischer and Josef Bigün, in: Proceedings of the First International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'97), Springer Verlag, 1997
Robust Speech Recognition based on Multi-Stream Features, Stéphane Dupont, Hervé Bourlard and Christophe Ris, in: Proc. of the ESCA-NATO Workshop on Robust Speech Recognition for Unknown Communication Channels, 1997
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Speaker Verification in the Telephone Network : Research Activities in the CAVE Project, Frédéric Bimbot, H. P. Hutter, Cédric Jaboulet, Johan Koolwaaij, Johan Lindberg and J. B. Pierrot, in: Proceedings of the European Conference on Speech Communication and Technology (EUROSPEECH'97), 1997
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State-of-the-Art and Recent Progress in Hybrid HMM/ANN Speech Recognition, Hervé Bourlard, in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997
Subband-Based Speech Recognition, Hervé Bourlard and Stéphane Dupont, in: IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, 1997
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Towards Speaker Independent Continuous Speechreading, Juergen Luettin, in: Proceedings of the European Conference on Speech Communication and Technology, 1997
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1996
A Boolean Approach to Construct Neural Networks for Non-Boolean Problems, Georg Thimm and Emile Fiesler, in: Proceedings of the 8th IEEE International Conference on Tools with Artificial Intelligence, IEEE, 1996
A Method for All-Positive Optical Multilayer Perceptrons, Indu Saxena, Emile Fiesler and Perry Moerland, in: Proceedings of the Third IEEE International Conference on Electronics, Circuits, and Systems, University of Patras, Rhodos, Greece, IEEE, 1996
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Bounds on the Degree of High Order Binary Perceptrons, Eddy Mayoraz, in: Proceedings of ESANN'96, D facto, 1996
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Combining methods to improve speaker verification decision, Dominique Genoud, Frédéric Bimbot, Guillaume Gravier and Gérard Chollet, in: Proceedings of The Fourth International Conference on Spoken Language Processing, ICSLP, ICSLP, 1996
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Connectionist Quantization Functions, Tomas Lundin, Emile Fiesler and Perry Moerland, in: Proceedings of the '96 SIPAR-Workshop on Parallel and Distributed Computing, Scientific and Parallel Computing Group, University of Geneva, Geneva, Switzerland, 1996
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Extended Cauchy Machines, S. Cuche and Emile Fiesler, in: Proceedings of the International Conference on Neural Information Processing, 1996
Hardware-Friendly Learning Algorithms for Neural Networks: An Overview, Perry Moerland and Emile Fiesler, in: Proceedings of the Fifth International Conference on Microelectronics for Neural Networks and Fuzzy Systems: MicroNeuro'96, EPFL and CSEM, Lausanne, Switzerland, IEEE Computer Society Press, 1996
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Image Classification by Neural Networks for the Quality Control of Watches, Miguel Moreira, Emile Fiesler and Gianni Pante, in: Proceedings ISAI /IFIS 1996, ITESM, Cancun, Mexico, ITESM, 1996
Learning to recognise talking faces, Juergen Luettin, Neil A. Thacker and Steve W. Beet, in: Proceedings of the International Conference on Pattern Recognition (ICPR'96), IAPR, 1996
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Locating and tracking facial speech features, Juergen Luettin, Neil A. Thacker and Steve W. Beet, in: Proceedings of the International Conference on Pattern Recognition (ICPR'96), IAPR, 1996
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Multi-modal person verification tools using speech and images, M. Acheroy et al., in: European Conference on Multimedia Applications, Services and Techniques, 1996
Neural Network Pruning and Pruning Parameters, Georg Thimm and Emile Fiesler, in: The 1st Workshop on Soft Computing, Dept. of Information Electronics Nagoya University, 1996
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New time-frequency derived cepstral coefficients for automatic speech recognition, Hubert Wassner and Gérard Chollet, in: Proceedings of the 8th European Signal Processing Conference (Eusipco'96), 1996
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Overcoming Inaccuracies in Optical Multilayer Perceptrons, Perry Moerland, Emile Fiesler and Indu Saxena, in: Proceedings of the First International Symposium on Neuro-Fuzzy Systems (AT'96), Lausanne, Switzerland, AATI, 1996
Secured vocal access to telephone servers, Olivier Bornet, Gérard Chollet, Jean-Luc Cochard, Andrei Constantinescu and Dominique Genoud, in: Proceedings of IVTTA 1996 IEEE Third Workshop Interactive Voice Technology for Telecommunications Applications, 1996
Semi-automatic HMM-based annotation of the PolyCOST Database, Dijana Petrovska-Delacretaz, Jean Hennebert, Dominique Genoud and Gérard Chollet, in: Application of speaker recognition techniques in telephony, COST250, 1996
Sparse Initial Topologies for High Order Perceptrons, Andrea De Pol, Georg Thimm and Emile Fiesler, in: Proceedings of the International Conference on Neural Networks, IEEE, 1996
Speachreading using shape and intensity information, Juergen Luettin, Neil A. Thacker and Steve W. Beet, in: Proceedings of the 4th International Conference on Spoken Language Processing (ICSLP'96), 1996
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Speaker identification by lipreading, Juergen Luettin, Neil A. Thacker and Steve W. Beet, in: Proceedings of the 4th International Conference on Spoken Language Processing (ICSLP'96), 1996
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Statistical lip modelling for visual speech recognition, Juergen Luettin, Neil A. Thacker and Steve W. Beet, in: Proceedings of the 8th European Signal Processing Conference (Eusipco'96), 1996
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Superceptron Construction, R. Visscher, Emile Fiesler and Georg Thimm, in: Proceedings of the '96 SIPAR-Workshop on Parallel and Distributed Computing, Scientific and Parallel Computing Group, University of Geneva, Geneva, Switzerland, 1996
Swiss PolyPhone and PolyVar: Building Databases for Speech Recognition and Speaker Verification, Andrei Constantinescu and Gérard Chollet, in: Proceedings of The 3rd Slovenian-German and 2nd SDRV Workshop, Speech and Image Understanding, 1996
Visual Speech Recognition using Active Shape Models and Hidden Markov Models, Juergen Luettin, Neil A. Thacker and Steve W. Beet, in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'96), 1996
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1995
A graphical tool for monitoring Oz objects activity, Jean-Luc Cochard and Dinh Van Linh Nguyen, in: Proc. of WOz'95: International Workshop on Oz Programming, IDIAP, Uni. Fribourg, 1995
Boolean Logic Inspired High Order Perceptron Construction, Andrea De Pol, Georg Thimm and Emile Fiesler, in: SIPAR Workshop'95 Parallel and Distributed Systems, SIPAR SI Group for Parallel Systems, Biel School of Engineering, Computer Science Department, 1995
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Discrimination of the voices of twins and siblings for speaker verification, Gérard Chollet and M. Homayounpour, in: 4th European Conference on Speech Communication and Technology, 1995
Environnement multi-agents de reconnaissance automatique de la parole en continu, Jean-Luc Cochard and Philippe Froidevaux, in: Actes des 3emes Journees Francophones sur l'Intelligence Artificielle Distribuee et les Systemes Multi-agents, 1995
ETC\_vérif, a Prototype of a Cooperative Automatic Speech Recognition System, Jean-Luc Cochard and Murielle Vial, in: Proc. of WOz'95: International Workshop on Oz Programming, IDIAP, Uni. Fribourg, 1995
Evaluating pruning methods, Georg Thimm and Emile Fiesler, in: 1995 International Symposium on Artificial Neural Networks (ISANN'95), 1995
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Gain Elimination form Backpropagation Neural Networks, Georg Thimm, Emile Fiesler and Perry Moerland, in: Proceedings of the International Conference on Neural Networks, IEEE, Perth, IEEE, 1995
Handwriting Recognition, Thomas M. Breuel, in: Second Asian Conference on Computer Vision (ACCV'95,',','), Singapore, 1995
Lexical filtrering by means of prosodic information, Frédéric Béchet, Philippe Langlais and Henri Méloni, in: International Congress of Phonetic Sciences, 1995
Microprosodic study of isolated French word corpora, Philippe Langlais, in: 4th European Conference on Speech Communication and Technology, 1995
Non-Ontogenic Sparse Neural Networks, D. Elizondo, Emile Fiesler and Jerzy Korczak, in: Proceedings of the International Conference on Neural Networks, IEEE, IEEE, 1995
Ontogenic High Order Cauchy Machines, S. Cuche and Emile Fiesler, in: Proceedings of the SIPAR Workshop '95: Parallel and Distributed Systems, Biel School of Engineering, 1995
Optical Multilayer Perceptrons based on Liquid Crystal Devices, Indu Saxena, Emile Fiesler, N. Collings and A. R. Pourzand, in: Optics and Information, Cercle SFO/SEE d'Opto-informatique, Mulhouse, France, European Optical Society (EOS), 1995
Reliability in a Multi-agent Spoken Language Recognition System, Jean-Luc Cochard and Olivier Oppizzi, in: 4th European Conference on Speech Communication and Technology, 1995
The Effects of Optical Thresholding in Backpropagation Neural Networks, Perry Moerland, Emile Fiesler and Indu Saxena, in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'95 and NeuroNimes'95), ENNS, Paris, France, EC2 & Cie, 1995
1994
A system for the off-line recognition of handwritten text, Thomas M. Breuel, in: International Conference on Pattern Recognition (ICPR,',','), Jerusalem, 1994
Modular Object-Oriented Neural Network Simulators and Topology Generalizations, Georg Thimm, R. Grau and Emile Fiesler, in: Proceedings of the International Conference on Artificial Neural Networks (ICANN 94), Sorrento, Italy, Springer-Verlag, 1994
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Results on the Steepness in Backpropagation Neural Networks, Perry Moerland, Georg Thimm and Emile Fiesler, in: Proceedings of the '94 SIPAR-Workshop on Parallel and Distributed Computing, SI Group for Parallel Systems, 1994
Weight Initialization for High Order and Multilayer Perceptrons, Georg Thimm and Emile Fiesler, in: Proceedings of the '94 SIPAR--Workshop on Parallel and Distributed Computing, SI Group for Parallel Systems, 1994
1993
Do Backpropagation trained neural networks have normal weight distributions?, I Bellido and Emile Fiesler, in: International Conference on Artificial neural Networks, 1993
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Higher-Order Statistics in Visual Object Recognition, Thomas M. Breuel, in: Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 1993
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Recognition of Handprinted Digits using Optimal Bounded Error Matching, Thomas M. Breuel, in: International Conference on Document Analysis and Retrieval (ICDAR,',','), Tsukuba Science City, Japan, 1993
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