Publication list - Idiap Publications

Conversion of Recurrent Neural Network Language Models to Weighted Finite State Transducers for Automatic Speech Recognition, Gwénolé Lecorvé and Petr Motlicek, in: Proceedings of Interspeech, Portland, Oregon, USA, pages to appear, 2012

Crowdsourcing Micro-Level Multimedia Annotations: The Challenges of Evaluation and Interface, Sunghyun Park, Gelareh Mohammadi, Ron Artstein and Louis-Philippe Morency, in: Proceedings of International ACM Workshop on Crowdsourcing for Multimedia, 2012

Detecting and Labeling Folk Literature in Spoken Cultural Heritage Archives using Structural and Prosodic Features, Fabio Valente and Petr Motlicek, in: IEEE Content Based Multimedia Indexing, 2012

DiarTk : An Open Source Toolkit for Research in Multistream Speaker Diarization and its Application to Meetings Recordings, Deepu Vijayasenan and Fabio Valente, in: Proceedings of Interspeech, 2012

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

Empirical validations of multilingual annotation schemes for discourse relations, Sandrine Zufferey, Liesbeth Degand, Andrei Popescu-Belis and Ted Sanders, in: 8th Joint ACL-ISO Workshop on Interoperable Semantic Annotation, 2012

Exact Acceleration of Linear Object Detectors, Charles Dubout and Francois Fleuret, in: Proceedings of the European Conference on Computer Vision, 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

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

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

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

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

From Speech to Personality: Mapping Voice Quality and Intonation into Personality Differences, Gelareh Mohammadi, Antonio Origlia, Maurizio Pili and Alessandro Vinciarelli, in: in Proceedings of ACM Multimedia 2012, 2012

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

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

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

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

Joint Detection and Localization of Multiple Speakers using a Probabilistic Interpretation of the Steered Response Power, Youssef Oualil, Mathew Magimai.-Doss, Friedrich Faubel and Dietrich Klakow, in: Statistical and Perceptual Audition Workshop, 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

Leveraging over prior knowledge for online learning of visual categories, Tatiana Tommasi, Francesco Orabona, Mohsen Kaboli and Barbara Caputo, in: Proceedings of the British Machine Vision Conference, 2012

Linking Speaking and Looking Behavior Patterns with Group Composition, Perception, and Performance, Dinesh Babu Jayagopi, Dairazalia Sanchez-Cortes, Kazuhiro Otsuka, Junji Yamato and Daniel Gatica-Perez, in: Proceedings of the International Conference on Multimodal Interaction (ICMI), Santa Monica, USA, 2012

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

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

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

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

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

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

On Speaker-Independent Personality Perception and Prediction from Speech, Polzehl Tim, Schoenenberg Katrin, Moller Sebastian, Metze Florian, Gelareh Mohammadi and Alessandro Vinciarelli, in: in Proceedings of INTERSPEECH 2012, 2012

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

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

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

Predicting the Conflict Level in Television Political Debates: an Approach Based on Crowdsourcing, Nonverbal Communication and Gaussian Processes, Samuel Kim, Maurizio Filippone, Fabio Valente and Alessandro Vinciarelli, in: ACM Multimedia, 2012

Reading Companion: The Technical and Social Design of an Automated Reading Tutor, Arthur Kantor, Milos Cernak, Jiri Havelka, Sean Huber, Jan Kleindienst and Doris B. Gonzalez, in: Workshop on Child, Computer and Interaction, Portland, Oregon, U.S.A., 2012

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

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

Robust triphone mapping for acoustic modeling, Milos Cernak, David Imseng and Hervé Bourlard, in: Proceedings of Interspeech, Portland, Oregon, 2012

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

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

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

Speaker diarization of overlapping speech based on silence distribution in meeting recordings, Sree Harsha Yella and Fabio Valente, in: INTERSPEECH, Portland, Oregon, USA, 2012

StressSense: Detecting Stress in Unconstrained Acoustic Environments using Smartphones, Hong Lu, Mashfiqui Rabbi, Gokul Chittaranjan, Denise Frauendorfer, Marianne Schmid Mast, Andrew T. Campbell, Daniel Gatica-Perez and Tanzeem Choudhury, in: Ubicomp'12, Pittsburgh, 2012

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

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

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

Synthetic References for Template-based ASR using Posterior Features, Serena Soldo, Mathew Magimai.-Doss and Hervé Bourlard, in: Proceedings of Interspeech, Portland, Oregon, USA, 2012