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All journal papers

2022
Autoencoders Reloaded, Hervé Bourlard and Selen Hande Kabil, in: Springer Biological Cybernetics, 2022
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drozBot: Using Ergodic Control to Draw Portraits, Tobias Löw, Jérémy Maceiras and Sylvain Calinon, in: IEEE Robotics and Automation Letters:7, 2022
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Robust Unsupervised Gaze Calibration using Conversation and Manipulation Attention Priors, Remy Siegfried and Jean-Marc Odobez, in: ACM Transactions on Multimedia Computing, Communications, and Applications, 18(1):26, 2022
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Social Robot Co-Design Canvases: A Participatory Design Framework, Minja Axelsson, Raquel Oliveira, Mattia Racca and V. Kyrki, in: ACM Transactions on Human-Robot Interaction, 11(1), 2022
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Towards Protecting Face Embeddings in Mobile Face Verification Scenarios, Vedrana Krivokuca and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 4(1):117-134, 2022
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2021
A Bayesian Approach to Recurrence in Neural Networks, Philip N. Garner and Sibo Tong, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8):2527--2537, 2021
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A Differential Approach for Gaze Estimation, Gang Liu, Yu Yu and Jean-Marc Odobez, in: IEEE Transaction on Pattern Analysis and Machine Intelligence, 43(3):1092--1098, 2021
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Examining the Social Context of Alcohol Drinking in Young Adults with Smartphone Sensing, Lakmal Buddika Meegahapola, Florian Labhart, Thanh-Trung Phan and Daniel Gatica-Perez, in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(3):26, 2021
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Fairness in Biometrics: a figure of merit to assess biometric verification systems, Tiago de Freitas Pereira and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021
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Geometry-aware Manipulability Learning, Tracking and Transfer, N. Jaquier, L. Rozo, D. G. Caldwell and Sylvain Calinon, in: International Journal of Robotic Research, 40(2-3):624-650, 2021
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Improving Generalization of Deepfake Detection with Data Farming and Few-Shot Learning, Pavel Korshunov and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021
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Learning Optimal Impedance Control During Complex 3D Arm Movements, A. Naceri, T. Schumacher, Q. Li, Sylvain Calinon and H. Ritter, in: IEEE Robotics and Automation Letters (RA-L), 6(2):1248-1255, 2021
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Motion Mappings for Continuous Bilateral Teleoperation, Xiao Gao, J. Silverio, E. Pignat, Sylvain Calinon, Miao Li and Xiaohui Xiao, in: IEEE Robotics and Automation Letters, 6(3):5048-5055, 2021
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Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29:1303-1317, 2021
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Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, Alireza Mohammadshahi and James Henderson, in: Transactions of the Association for Computational Linguistics (2021), 9:18, 2021
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Sequential Robot Imitation Learning from Observations, A. K. Tanwani, A. Yan, J. Lee, Sylvain Calinon and K. Goldberg, in: International Journal of Robotics Research (IJRR), 2021
2020
Automatic pathological speech intelligibility assessment exploiting subspace-based analyses, Parvaneh Janbakhshi, Ina Kodrasi and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:1717 - 1728, 2020
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Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation, Angel Martínez-González, Michael Villamizar, Olivier Canévet and Jean-Marc Odobez, in: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 30(11):4207-4221, 2020
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Gaussians on Riemannian Manifolds for Robot Learning and Adaptive Control, Sylvain Calinon, in: IEEE Robotics and Automation Magazine (RAM), 2020
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Neural Network based End-to-End Query by Example Spoken Term Detection, Dhananjay Ram, Lesly Miculicich and Hervé Bourlard, in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2020
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Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, Alireza Mohammadshahi and James Henderson, in: Transactions of the Association for Computational Linguistics(under submission), 2020
Spectro-temporal sparsity characterization for dysarthric speech detection, Ina Kodrasi and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:1210-1222, 2020
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2019
Bayesian Gaussian mixture model for robotic policy imitation, Emmanuel Pignat and Sylvain Calinon, in: IEEE Robotics and Automation Letters, 4(4):4452 - 4458, 2019
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Drinks & Crowds: Characterizing Alcohol Consumption through Crowdsensing and Social Media, Thanh-Trung Phan, Skanda Muralidhar and Daniel Gatica-Perez, in: Journal and Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT '19), 2019
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GILE: A Generalized Input-Label Embedding for Text Classification, Nikolaos Pappas and James Henderson, in: Transactions of the Association for Computational Linguistics (TACL), 2019
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Heterogeneous Face Recognition Using Domain Specific Units, Tiago de Freitas Pereira, André Anjos and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security:13, 2019
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Improving speech embedding using crossmodal transfer learning with audio-visual data, Nam Le and Jean-Marc Odobez, in: Multimedia Tools and Applications, 78(11):15681-15704, 2019
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Learning Task Priorities from Demonstrations, J. Silverio, Sylvain Calinon, L. Rozo and D. G. Caldwell, in: IEEE Transactions on Robotics, 35(1):78-94, 2019
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Modeling Dyadic and Group Impressions with Inter-Modal and Inter-Person Features, Shogo Okada, Laurent Son Nguyen, Oya Aran and Daniel Gatica-Perez, in: ACM Transactions on Multimedia Computing, Communications, and Applications, 15(1), 2019
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Small Variance Asymptotics for Non-Parametric Online Robot Learning, A. K. Tanwani and Sylvain Calinon, in: International Journal of Robotics Research (IJRR), 38(1):3-22, 2019
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Temporal Super-Resolution Microscopy Using a Hue-Encoded Shutter, Christian Jaques, Emmanuel Pignat, Sylvain Calinon and Michael Liebling, in: Optical Society of America Biomedical Optics Express, 10(09):4727-4741, 2019
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2018
A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing, Skanda Muralidhar, Marianne Schmid Mast and Daniel Gatica-Perez, in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2(129), 2018
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Analysis of eigenvalue decomposition-based late reverberation power spectral density estimation, Ina Kodrasi and Simon Doclo, in: IEEE Transaction on Acoustics, Speech and Language Processing, 26(6):1106-1118, 2018
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HeadFusion: 360 degree Head Pose Tracking Combining 3D Morphable Model and 3D Reconstruction, Yu Yu, Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 40(11), 2018
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How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: ACM Journal on Computing and Cultural Heritage (JOCCH), 11(4):20, 2018
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Improving the control of prosthetic hands with tactile sensing, N. Jaquier and Sylvain Calinon, in: Micro & Nano Magazine, Micronarc:42-43, 2018
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Maya Codical Glyph Segmentation: A Crowdsourcing Approach, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: IEEE Transactions on Multimedia, 20(3):711-725, 2018
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Programming by Demonstration for Shared Control with an Application in Teleoperation, M. Zeestraten, I. Havoutis and Sylvain Calinon, in: IEEE Robotics and Automation Letters (RA-L), 3(3):1848-1855, 2018
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Sparse Subspace Modeling for Query by Example Spoken Term Detection, Dhananjay Ram, Afsaneh Asaei and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2018
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2017
An Approach for Imitation Learning on Riemannian Manifolds, M. Zeestraten, I. Havoutis, J. Silverio, Sylvain Calinon and D. G. Caldwell, in: IEEE Robotics and Automation Letters (RA-L), 2(3):1240-1247, 2017
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Bites'n'Bits: Inferring Eating Behavior from Contextual Mobile Data, Joan-Isaac Biel, Nathalie Martin, David Labbe and Daniel Gatica-Perez, in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 1(4):125-157, 2017
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Deeply Vulnerable -- a study of the robustness of face recognition to presentation attacks, Amir Mohammadi, Sushil Bhattacharjee and Sébastien Marcel, in: IET (The Institution of Engineering and Technology) -- Biometrics:1--13, 2017
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Explicit Document Modeling through Weighted Multiple-Instance Learning, Nikolaos Pappas and Andrei Popescu-Belis, in: Journal of Artificial Intelligence Research (JAIR), 58:591--626, 2017
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Learning adaptive dressing assistance from human demonstration, E. Pignat and Sylvain Calinon, in: Robotics and Autonomous Systems, 93:61-75, 2017
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Long-Term Spectral Statistics for Voice Presentation Attack Detection, Hannah Muckenhirn, Pavel Korshunov, Mathew Magimai.-Doss and Sébastien Marcel, in: IEEE/ACM Transactions on Audio, Speech and Language Processing, 25(11):2098-2111, 2017
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Perceptual Information Loss due to Impaired Speech Production, Afsaneh Asaei, Milos Cernak and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017
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Theories and Models of Teams and Group, R. Reiter-Palmon, T. Sinha, J. Gevers, Jean-Marc Odobez and G. Volpe, in: Small Group Research, 48(5):544--567, 2017
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2016
A Tutorial on Task-Parameterized Movement Learning and Retrieval, Sylvain Calinon, in: Intelligent Service Robotics, 9(1):1-29, 2016
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Adaptive relevance feedback for large-scale image retrieval, Nicolae Suditu and Francois Fleuret, in: Multimedia Tools and Applications, 75(12):6777-6807, 2016
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Adaptive Sentiment-Aware One-Class Collaborative Filtering, Nikolaos Pappas and Andrei Popescu-Belis, in: Expert Systems with Applications, 43:23-41, 2016
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Evaluating Shape Representations for Maya Glyph Classification, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: ACM Journal on Computing and Cultural Heritage (JOCCH), 9(3), 2016
Jointly Informative Feature Selection, Leonidas Lefakis and Francois Fleuret, in: Journal of Machine Learning Research, 2016
Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-based Speech Recognition, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Speech Communication: Special Issue on Advances in Sparse Modeling and Low-rank Modeling for Speech Processing, 76:230–244, 2016
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Speaker Diarization and Linking of Meeting Data, Marc Ferras, Srikanth Madikeri and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 24(11):1935-1945, 2016
Tracking Interacting Objects Using Intertwined Flows, Xinchao Wang, Engin Turetken, Francois Fleuret and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
2015
Automatic Recognition of Emergent Social Roles in Small Group Interactions, A. Sapru and Hervé Bourlard, in: Multimedia, IEEE Transactions, 17(5):746 - 760, 2015
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Combining Content with User Preferences for Non-Fiction Multimedia Recommendation: A Study on TED Lectures, Nikolaos Pappas and Andrei Popescu-Belis, in: Multimedia Tools and Applications, Special Issue on Content Based Multimedia Indexing, 74(4):1175-1197, 2015
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Disambiguating Discourse Connectives for Statistical Machine Translation, Thomas Meyer, Najeh Hajlaoui and Andrei Popescu-Belis, in: IEEE/ACM Transactions on Audio, Speech and Language Processing, 23(7):1184-1197, 2015
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Exploiting foreign resources for DNN-based ASR, Petr Motlicek, David Imseng, Blaise Potard, Philip N. Garner and Ivan Himawan, in: EURASIP Journal on Audio, Speech, and Music Processing(2015:17), 2015
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Incremental Syllable-Context Phonetic Vocoding, Milos Cernak, Philip N. Garner, Alexandros Lazaridis, Petr Motlicek and Xingyu Na, in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 23(6), 2015
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Joint Speaker Verification and Anti-Spoofing in the i-Vector Space, Aleksandr Sizov, Elie Khoury, Tomi Kinnunen, Zhizheng Wu and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 10(4):821-832, 2015
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Keyword Extraction and Clustering for Document Recommendation in Conversations, Maryam Habibi and Andrei Popescu-Belis, in: IEEE/ACM Transactions on Audio Speech and Language Processing, 23(4):746 - 759, 2015
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On the use of client identity information for face anti-spoofing, Ivana Chingovska and André Anjos, in: IEEE Transactions on Information Forensics and Security, Special Issue on Biometric Anti-spoofing, 10(4):787-796, 2015
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Signal Processing in the Workplace, Daniel Gatica-Perez, in: IEEE Signal Processing Magazine, 32(1):121-125, 2015
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2014
A Survey of Personality Computing, Alessandro Vinciarelli and Gelareh Mohammadi, in: IEEE Transaction on Affective Computing, 5(3):273-291, 2014
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Adaptive Sampling for Large Scale Boosting, Charles Dubout and Francois Fleuret, in: Journal of Machine Learning Research, 15:1431-1453, 2014
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Biometrics Evaluation Under Spoofing Attacks, Ivana Chingovska, André Anjos and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 9(12):2264-2276, 2014
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Broadcasting oneself: Visual Discovery of Vlogging Styles, Oya Aran, Joan-Isaac Biel and Daniel Gatica-Perez, in: IEEE Transactions on Multimedia, 16(1):201-215, 2014
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Combining Vocal Tract Length Normalization with Hierarchical Linear Transformations, Lakshmi Saheer, Junichi Yamagishi, Philip N. Garner and John Dines, in: IEEE Journal of Selected Topics in Signal Processing - Special Issue on Statistical Parametric Speech Synthesis, 8(2):262 - 272, 2014
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Leveraging Colour Segmentation for Upper-Body Detection, Stefan Duffner and Jean-Marc Odobez, in: Pattern Recognition, 47(6):2222-2230, 2014
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Spoofing Face Recognition with 3D Masks, Nesli Erdogmus and Sébastien Marcel, in: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY:1084-1097, 2014
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Structured Sparsity Models for Reverberant Speech Separation, Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard and Volkan Cevher, in: IEEE/ACM Transaction on Audio, Speech and Language Processing, 2014
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Temporal Analysis of Motif Mixtures using Dirichlet Processes, Remi Emonet, Jagannadan Varadarajan and Jean-Marc Odobez, in: IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), 36(1), 2014
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2013
A Scalable Formulation of Probabilistic Linear Discriminant Analysis: Applied to Face Recognition, Laurent El Shafey, Chris McCool, Roy Wallace and Sébastien Marcel, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(7):1788-1794, 2013
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A Simple Continuous Pitch Estimation Algorithm, Philip N. Garner, Milos Cernak and Petr Motlicek, in: IEEE Signal Processing Letters, 20(1):102--105, 2013
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Convexity in source separation: Models, geometry, and algorithms, Michael McCoy, Volkan Cevher, Quoc Tran Dinh, Afsaneh Asaei and Luca Baldassarre, in: IEEE Signal Processing Magazine, Special Issue on Source Separation and Applications, 2013
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Hi YouTube! Personality Impressions and Verbal Content in Social Video, Joan-Isaac Biel, Daniel Gatica-Perez, John Dines and Vagia Tsminiaki, in: 15th ACM International Conference on Multimodal Interaction, Sydney, Australia, ACM, 2013, 2013
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Motion-Based Counter-Measures to Photo Attacks in Face Recognition, André Anjos, Murali Mohan Chakka and Sébastien Marcel, in: Institution of Engineering and Technology Journal on Biometrics, 2013
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Multi-Commodity Network Flow for Tracking Multiple People, Horesh Ben Shitrit, Jerome Berclaz, Francois Fleuret and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013
treeKL: A distance between high dimension empirical distributions, Riwal Lefort and Francois Fleuret, in: Pattern Recognition Letters, 34(2):140-145, 2013
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Using the Europarl corpus for cross-linguistic research, Bruno Cartoni, Sandrine Zufferey and Thomas Meyer, in: Belgian Journal of Linguistics(27):23 – 42, 2013
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2012
A Fast Parts-based Approach to Speaker Verification using Boosted Slice Classifiers, Anindya Roy, Mathew Magimai.-Doss and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 7(1):241-254, 2012
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A real-time deformable detector., Karim Ali, Francois Fleuret, David Hasler and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
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Regularized Bundle Methods for Convex and Non-Convex Risks, Trinh-Minh-Tri Do and Thierry Artieres, in: Journal of Machine Learning Research, 13:3539-3583, 2012
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The ICSI RT-09 Speaker Diarization System, Gerald Friedland, Adam Janin, David Imseng, Xavier Anguera, Luke Gottlieb, Marijn Huijbregts, Mary Tai Knox and Oriol Vinyals, in: IEEE Transactions on Audio, Speech, and Language Processing, 20(2):371--381, 2012
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The TA2 Database – A Multi-Modal Database From Home Entertainment, Stefan Duffner, Petr Motlicek and Danil Korchagin, in: International Journal of Computer and Electrical Engineering, 4(5):670-673, 2012
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Vocal Tract Length Normalization for Statistical Parametric Speech Synthesis, Lakshmi Saheer, John Dines and Philip N. Garner, in: IEEE Transactions on Audio, Speech and Language Processing, 2012
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2011
An Information Theoretic Combination of MFCC and TDOA Features for Speaker Diarization, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: IEEE Transactions on Audio Speech and Language Processing, 19(2), 2011
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Discovering Routines from Large-Scale Human Locations using Probabilistic Topic Models, Katayoun Farrahi and Daniel Gatica-Perez, in: ACM Transactions on Intelligent Systems and Technology, 2(1), 2011
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Estimating Dominance in Multi-Party Meetings Using Speaker Diarization, Hayley Hung, Yan Huang, Gerald Friedland and Daniel Gatica-Perez, in: IEEE Transactions on Audio, Speech, and Language Processing, 19(4):847-860, 2011
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Fast Human Detection from Joint Appearance and Foreground Feature Subset Covariances, Jian Yao and Jean-Marc Odobez, in: Computer Vision and Image Understanding, 115(10):1414-1426, 2011
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Learning a 3D Human Pose Distance Metric from Geometric Pose Descriptor, Cheng Chen, in: IEEE Transactions on Visualization and Computer Graphics, 17(11):1676-1689, 2011
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Multi-Person Visual Focus of Attention from Head Pose and Meeting Contextual Cues, Silèye O. Ba and Jean-Marc Odobez, in: IEEE Trans. on Pattern Analysis and Machine Intelligence, 33(1):101-116, 2011
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Multiple Object Tracking using K-Shortest Paths Optimization, Jerome Berclaz, Engin Turetken, Francois Fleuret and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011
Sensing the `Health State` of our Society, Anmol Madan, Manuel Cebrian, Sai Moturu, Katayoun Farrahi and Alex Pentland, in: IEEE Pervasive Computing, Special Issue on Large-Scale Opportunistic Sensing, 2011
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VlogSense: Conversational Behavior and Social Attention in YouTube, Joan-Isaac Biel and Daniel Gatica-Perez, in: Transactions on Multimedia Computing, Communications and Applications, 2011
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2010
Autoregressive Models of Amplitude Modulations in Audio Compression, Sriram Ganapathy, Petr Motlicek and Hynek Hermansky, in: IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2010
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Estimating Cohesion in Small Groups Using Audio-Visual Nonverbal Behavior, Hayley Hung and Daniel Gatica-Perez, in: IEEE Trans. on Multimedia, Special Issue on Multimodal Affective Interaction, 12(6):563 - 575, 2010
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Inferring competitive role patterns in reality TV show through nonverbal analysis, Raducanu Bogdan and Daniel Gatica-Perez, in: Multimedia Tools and Applications, Special issue on Social Media, 2010
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Measuring the gap between HMM-based ASR and TTS, John Dines, Junichi Yamagishi and Simon King, in: IEEE Journal of Selected Topics in Signal Processing, in print, 2010
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Probabilistic Mining of Socio-Geographic Routines from Mobile Phone Data, Katayoun Farrahi and Daniel Gatica-Perez, in: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 4(4), 2010
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Tuning-Robust Initialization Methods for Speaker Diarization, David Imseng and Gerald Friedland, in: IEEE Transactions on Audio, Speech, and Language Processing, 18(8):2028-2037, 2010
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Wide-Band Audio Coding based on Frequency Domain Linear Prediction, Petr Motlicek, Sriram Ganapathy, Hynek Hermansky and Harinath Garudadri, in: EURASIP Journal on Audio Speech and Music Processing, 2010(856280), 2010
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www.sspnet.eu: A Web Portal for Social Signal Processing, Alessandro Vinciarelli and Maja Pantic, in: IEEE Signal Processing Magazine, 27(4):142-144, 2010
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2009
An Information Theoretic Approach to Speaker Diarization of Meeting Data, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: IEEE Transactions on Audio Speech and Language Processing, 17(7), 2009
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Automatic nonverbal analysis of social interaction in small groups: A review, Daniel Gatica-Perez, in: Image and Vision Computing, Special Issue on Human Behavior, 27(12), 2009
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Beamforming with a Maximum Negentropy Criterion, Kenichi Kumatani, John McDonough, Barbara Rauch, Dietrich Klakow, Philip N. Garner and Weifeng Li, in: IEEE Transactions on Audio Speech and Language Processing, 17(5), 2009
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Bounded kernel-based perceptrons, Francesco Orabona, Joseph Keshet and Barbara Caputo, in: Journal of Machine Learning Research, Accepted for pub, 2009
Capturing Order in Social Interactions, Alessandro Vinciarelli, in: IEEE Signal Processing Magazine, 2009
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Classifying Material in the Real World, Barbara Caputo, Eric Hayman, Mario Fritz and J-O Ekluhnd, in: Image and vision Computing, accepted for pub, 2009
COLD: The COsy Localization Database, Andrzej Pronobis and Barbara Caputo, in: International Journal of Robotics Research, 28(5), 2009
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Contextual classification of image patches with latent aspect models, Florent Monay, Pedro Quelhas, Jean-Marc Odobez and Daniel Gatica-Perez, in: EURASIP Journal on Image and Video Processing, Special Issue on Patches in Vision, 2009
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Discriminative Keyword Spotting, Joseph Keshet, David Grangier and Samy Bengio, in: Speech Communication, 51(4), 2009
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Implicit Human Centered Tagging, Maja Pantic and Alessandro Vinciarelli, in: IEEE Signal Processing Magazine, 26, 2009
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Multi-layer Boosting for Pattern Recognition, Francois Fleuret, in: Pattern Recognition Letter, 30, 2009
Recognizing Human Visual Focus of Attention from Head Pose in Meetings, Silèye O. Ba and Jean-Marc Odobez, in: IEEE Transactions on Systems, Man, Cybernetics, Part-B, Vol. 39(No. 1), 2009
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2008
A Discriminative Kernel-based Model to Rank Images from Text Queries, David Grangier and Samy Bengio, in: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), X, 2008
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Brain-Controlled Robots, José del R. Millán, in: IEEE Intelligent Systems, 2008
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Characterizing the EEG Correlates of Exploratory Behavior, Nicolas Bourdaud, Ricardo Chavarriaga, Ferran Galán and José del R. Millán, in: IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2008
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Class specific object recognition using kernel Gibbs distributions, Barbara Caputo, in: ELectronic Letters on Computer vision and Image Analysis, 7(2), 2008
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Modulation Frequency Features For Phoneme Recognition In Noisy Speech, Sriram Ganapathy, Samuel Thomas and Hynek Hermansky, in: Journal of Acoustical Society of America - Express Letters, 2008
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Multi-Camera People Tracking with a Probabilistic Occupancy Map, Francois Fleuret, Jerome Berclaz, Richard Lengagne and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(2), 2008
Non-Invasive Brain-Machine Interaction, José del R. Millán, Pierre W. Ferrez, Ferran Galán, Eileen Lew and Ricardo Chavarriaga, in: International Journal of Pattern Recognition and Artificial Intelligence, 2008
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SimpleMKL, Alain Rakotomamonjy, Francis Bach, Stéphane Canu and Yves Grandvalet, in: Journal of Machine Learning Research, 9, 2008
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Stationary Features and Cat Detection, Francois Fleuret and Donald Geman, in: Journal of Machine Learning Research, 9, 2008
2007
A Thousand Words in a Scene, Pedro Quelhas, Jean-Marc Odobez, Daniel Gatica-Perez and Tinne Tuytelaars, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007
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Modeling semantic aspects for cross-media image indexing, Florent Monay and Daniel Gatica-Perez, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007
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On the Recent Use of Local Binary Patterns for Face Authentication, Sébastien Marcel, Yann Rodriguez and Guillaume Heusch, in: International Journal on Image and Video Processing Special Issue on Facial Image Processing, 2007
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Person Authentication using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation, Sébastien Marcel and José del R. Millán, in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE Special Issue on Biometrics, 2007
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Short-Term Spatio-Temporal Clustering Applied to Multiple Moving Speakers, Guillaume Lathoud and Jean-Marc Odobez, in: IEEE Transactions on Audio, Speech and Language Processing, 15(5):15, 2007
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2006
Audio-visual probabilistic tracking of multiple speakers in meetings, Daniel Gatica-Perez, Guillaume Lathoud, Jean-Marc Odobez and Iain A. McCowan, in: IEEE Trans. on Audio, Speech, and Language Processing, accepted for publication., 2006
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Embedding Motion in Model-Based Stochastic Tracking, Jean-Marc Odobez, Daniel Gatica-Perez and Silèye O. Ba, in: IEEE Transaction on Image Processing, 15(11), 2006
Sector-Based Detection for Hands-Free Speech Enhancement in Cars, Guillaume Lathoud, Julien Bourgeois and Jürgen Freudenberger, in: EURASIP Journal on Applied Signal Processing, Special Issue on Advances in Multimicrophone Speech Processing, 2006
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Spin Glass Models of Markov Random Fields, Barbara Caputo, in: International Journal on Image, Systems and Technology, 16(5), 2006
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Subjective Evaluation of Join Cost and Smoothing Methods for Unit Selection Speech Synthesis, Jithendra Vepa and Simon King, in: IEEE Trans. on Audio, Speech and Language Processing, 14(5), 2006
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Towards a Robust BCI: Error Potentials and Online Learning, Anna Buttfield, Pierre W. Ferrez and José del R. Millán, in: IEEE Trans. on Neural Systems and Rehabilitation Engineering, 14(2), 2006
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2005
Interfaces Cerebrales, José del R. Millán, in: Mente y Cerebro, 13(July), 2005
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Monte Carlo Video Text Segmentation, Datong Chen, Jean-Marc Odobez and Jean-Philippe Thiran, in: International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 19(5), 2005
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Noisy Text Categorization, Alessandro Vinciarelli, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(12), 2005
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Non-Invasive Estimation of Local Field Potentials for Neuroprosthesis Control, R. Grave de Peralta Menendez, S. L. González Andino, L. Perez, Pierre W. Ferrez and José del R. Millán, in: Cognitive Processing, Special Issue on Motor Planning in Humans and Neuroprosthesis Control, 6(1), 2005
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2004
A Generative Model for Music Transcription, A. T. Cemgil, B. Kappen and David Barber, in: IEEE Transactions on Speech and Audio Processing, 2004
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Automatic Analysis of Multimodal Group Actions in Meetings, Iain A. McCowan, Daniel Gatica-Perez, Samy Bengio, Guillaume Lathoud, Mark Barnard and Dong Zhang, in: IEEE Transactions on Pattern Analysis and Machine Intelligence (to appear), 2004
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Brain-Actuated Interaction, José del R. Millán, F. Renkens, J. Mouriño and W. Gerstner, in: Artificial Intelligence, 159(1-2), 2004
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Non-Invasive Brain-Actuated Control of a Mobile Robot by Human EEG, José del R. Millán, F. Renkens, J. Mouriño and W. Gerstner, in: IEEE Trans. on Biomedical Engineering, Special Issue on Brain-Machine Interfaces, 51(6), 2004
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Speech recognition with auxiliary information, Todd Andrew Stephenson, Mathew Magimai.-Doss and Hervé Bourlard, in: IEEE Trans. on Speech and Audio Processing, 4, 2004
2003
Adaptive Brain Interfaces, José del R. Millán, in: Communications of the ACM, 46(3), 2003
Asynchronous BCI and Local Neural Classifiers: An Overview of the Adaptive Brain Interface Project, José del R. Millán and J. Mouriño, in: IEEE Trans. on Neural Systems and Rehabilitation Engineering, Special Issue on Brain-Computer Interface Technology, 11(2), 2003
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Automatic Facial Expression Analysis: A Survey, B. Fasel and Juergen Luettin, in: Pattern Recognition, 36(1), 2003
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Finding Structure in Home Videos by Probabilistic Hierarchical Clustering, Daniel Gatica-Perez, Alexander Loui and Ming-Ting Sun, in: IEEE Transactions on Circuits and Systems for Video Technology, 13(6), 2003
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Microphone Array Post-filter based on Noise Field Coherence, Iain A. McCowan and Hervé Bourlard, in: IEEE Transactions on Speech and Audio Processing, 11(6), 2003
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Robust Speaker Change Detection, Jitendra Ajmera, Iain A. McCowan and Hervé Bourlard, in: IEEE Signal Processing Letters (to appear), 2003
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Scaling Large Learning Problems with Hard Parallel Mixtures, Ronan Collobert, Yoshua Bengio and Samy Bengio, in: International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 17(3), 2003
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2002
Estimating the Intrinsic Dimension of Data with a Fractal-Based Method, Francesco Camastra and Alessandro Vinciarelli, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(10), 2002
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2001
2000
Local Machine Learning Models for Spatial Data Analysis, Nicolas Gilardi and Samy Bengio, in: Journal of Geographic Information and Decision Analysis, 4(01), 2000
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Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, Samy Bengio and Yoshua Bengio, in: IEEE Transaction on Neural Networks special issue on data mining and knowledge discovery, 2000
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1999
On the Complexity of Recognizing Regions Computable by Two-Layered Perceptrons, Eddy Mayoraz, in: Annals Mathematics and Artificial Intelligence, 1999
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1998
1997
High Order and Multilayer Perceptron Initialization, Georg Thimm and Emile Fiesler, in: IEEE Transactions on Neural Networks, 8(02), 1997
Speechreading using Probabilistic Models, Juergen Luettin and Neil A. Thacker, in: Computer Vision and Image Understanding, 65(02), 1997
The 3-regular nets with 4 and 6 vertices per unit cell, M. Bader, W. E. Klee and Georg Thimm, in: Zeitschrift fur Kristallographie, 212, 1997
Two neural network construction methods, Georg Thimm and Emile Fiesler, in: Neural Processing Letters, 6(01), 1997
Zeolite cycle sequences, Georg Thimm and W. E. Klee, in: Zeolites, 19, 1997
1996
Finding Lines Under Bounded Error, Thomas M. Breuel, in: Pattern Recognition, 29(01), 1996
Generalized Cauchy Machines, S. Cuche and Emile Fiesler, in: Neurocomputing, 1996
On the Power of Democratic Networks, Eddy Mayoraz, in: SIAM Journal of Discr. Math, 9(02), 1996
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Time Resolved Polarimetry on an Optical Fiber Ammeter, Indu Saxena and R. B. Torbert, in: Journal of the European Optical Society, 5, 1996
1995
Automatic Word Recognition in Cars, Gérard Chollet and Chafic Mokbel, in: IEEE Speech and Audio Processing, 1995
1994
Neural Network Classification and Formalization, Emile Fiesler, in: Computer Standards & Interfaces, 16(03), 1994