Publication list - Idiap Publications

Data-Driven Enhancement of State Mapping-Based Cross-Lingual Speaker Adaptation, Hui Liang, Idiap-RR-38-2012

A Probabilistic Framework for Multiple Speaker Localization, Youssef Oualil, Mathew Magimai.-Doss, Friedrich Faubel and Dietrich Klakow, Idiap-RR-37-2012

FaceTube: predicting personality from facial expressions of emotion in online conversational video, Joan-Isaac Biel, Lucia Teijeiro-Mosquera and Daniel Gatica-Perez, in: Proceedings International Conference on Multimodal Interfaces (ICMI-MLMI), 2012

Speaker Diarization and Linking of Large Corpora, Marc Ferras and Hervé Bourlard, in: Proceedings of the IEEE Workshop on Spoken Language Technology, 2012

Robot-to-group Interaction in a Vernissage: Architecture & Dataset for Multi-party Dialog, David Klotz, Johannes Wienke, Britta Wrede, Sebastian Wrede, Samira Sheikhi, Dinesh Babu Jayagopi, Vasil Khalidov and Jean-Marc Odobez, in: Proceedings of 5th International Conference on Cognitive Systems, 2012

Implementing Neural Networks Efficiently, Ronan Collobert, Koray Kavukcuoglu and Clément Farabet, in: Neural Networks: Tricks of the Trade, Springer, 2012

Deep Learning via Semi-Supervised Embedding, Jason Weston, Frédéric Ratle, Hossein Mobahi and Ronan Collobert, in: In Neural Networks: Tricks of the Trade, Springer, 2012

A Method, Apparatus and Computer Program for Determining the Location of a Plurality of Speech Source, Afsaneh Asaei, Hervé Bourlard and Volkan Cevher, in: 2012US-13/654055, 2012

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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

Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition, Afsaneh Asaei, École Polytechnique Fédérale de Lausanne, 2013

A Multipath Sparse Beamfroming Method, Afsaneh Asaei, Bhiksha Raj, Hervé Bourlard and Volkan Cevher, in: Signal Processing with Adaptive Sparse Structured Representations SPARS, 2013

Unsupervised Activity Analysis and Monitoring algorithms for Effective Surveillance Systems, Jean-Marc Odobez, C. Carincotte, Remi Emonet, E. Jouneau, Sofia Zaidenberg, Bertrand Raverra, Francois Bremond and Andrea Grifoni, in: European Conference on Computer Vision, 2012

A Track Creation and Deletion Framework for Long-Term Online Multi-Face Tracking, Stefan Duffner and Jean-Marc Odobez, in: IEEE Transactions on Image Processing, 2013

Sampling techniques for audio-visual tracking and head pose estimation, Jean-Marc Odobez and Oswald Lanz, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 84-102, Cambridge University Press, 2012

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

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

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

The I4U Submission to the 2012 NIST Speaker Recognition Evaluation, Kong Aik Lee, Rahim Saedi, Tawfik Hasan, Tomi Kinnunen, Benoit Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Tharmarajah Thiruvaran, Changhuai You, Padmanabhan Rajan, David Van Leeuwen, Seyed Omid Sadjadi, Driss Matrouf, Laurent El Shafey, John Mason, Eliathamby Ambikairajah, Hanwu Sun, Anthony Larcher, Bin Ma, Ville Hautamäki, Cemal Hanilci, Billy Braithwaite, Gonzalez-Hautamäki Rosa, Gang Liu, Hynek Boril, Navid Shokouhi, John Hansen, Jean-François Bonastre and Sébastien Marcel, in: NIST Speaker Recognition Conference, 2012

Together Anywhere, Together Anytime, Technologies for Intimate Interactions, Dick C. A. Bulterman, Petr Motlicek, Stefan Duffner and Danil Korchagin, Centrum Wiskunde & Informatica, 2012

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

IMPROVING ACOUSTIC BASED KEYWORD SPOTTING USING LVCSR LATTICES, Petr Motlicek, Fabio Valente and Igor Szoke, Idiap-RR-36-2012

ICB 2013 - Competition on speaker recognition in mobile environment using the MOBIO database: The Evaluation Plan, Elie Khoury, Sébastien Marcel and Manuel Günther, Idiap-Com-04-2012

I4U Submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification, Rahim Saedi, Kong Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilci, Billy Braithwaite, Gonzalez-Hautamäki Rosa, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David Van Leeuwen, Bin Ma, Haizhou Li, John Hansen, Jean-François Bonastre, Sébastien Marcel, John Mason and Eliathamby Ambikairajah, Idiap-RR-34-2013

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

Automatic Social Role Recognition In Professional Meetings, A. Sapru and Hervé Bourlard, Idiap-RR-35-2012

Bi-Modal Authentication in Mobile Environments Using Session Variability Modelling, Petr Motlicek, Laurent El Shafey, Roy Wallace, Chris McCool and Sébastien Marcel, in: Proceedings of the 21st International Conference on Pattern Recognition, 2012

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

Grapheme and Multilingual Posterior Features For Under-Resource Speech Recognition: A Study on Scottish Gaelic, Ramya Rasipuram, Peter Bell and Mathew Magimai.-Doss, Idiap-RR-34-2012

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

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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Real-time model learning using Incremental Sparse Spectrum Gaussian Process Regression, Arjan Gijsberts and Giorgio Metta, in: Neural Networks, 2012

Experiences in the Creation of an Electromyography Database to Help Hand Amputated Persons, Manfredo Atzori, Arjan Gijsberts, Simone Heynen, Anne-Gabrielle Mittaz Hager, Claudio Castellini, Barbara Caputo and Henning Müller, in: Proceedings of the 24th European Medical Informatics Conference, 2012

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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treeKL: A distance between high dimension empirical distributions, Riwal Lefort and Francois Fleuret, in: Pattern Recognition Letters, 34(2):140-145, 2013

Bob: a free signal processing and machine learning toolbox for researchers, André Anjos, Laurent El Shafey, Roy Wallace, Manuel Günther, Chris McCool and Sébastien Marcel, in: Proceedings of the ACM Multimedia Conference, 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

ON THE (UN)IMPORTANCE OF THE CONTEXTUAL FACTORS IN HMM-BASED SPEECH SYNTHESIS AND CODING, Milos Cernak, Petr Motlicek and Philip N. Garner, Idiap-RR-06-2013

Data-Driven Enhancement of State Mapping-Based Cross-Lingual Speaker Adaptation, Hui Liang, École Polytechnique Fédérale de Lausanne, 2012

Improving Object Classification using Pose Information, Hugo Penedones, Ronan Collobert, Francois Fleuret and David Grangier, Idiap-RR-30-2012

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

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

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

Socio-Technical Network Analysis from Wearable Interactions, Katayoun Farrahi, Remi Emonet and Alois Ferscha, in: International Symposium on Wearable Computers, 2012

A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs, Jagannadan Varadarajan, Remi Emonet and Jean-Marc Odobez, in: International Journal of Computer Vision, 103(1):100-126, 2013

Macro-Action Discovery Based on Change Point Detection and Boosting, Leonidas Lefakis and Francois Fleuret, in: International Conference on Machine Learning and Applications, 2012

Joint Similarity Learning for Predicting Links in Networks with Multiple-type Links, Majid Yazdani and Andrei Popescu-Belis, Idiap-RR-29-2015

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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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

Baseline Multimodal Place Classifier for the 2012 Robot Vision Task, Jesus Martinez-Gomez, Ismael Garcia-Varea and Barbara Caputo, in: Working Notes of the ImageCLEF 2012 Laboratory, 2012

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