Publication list - Idiap Publications

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Boosting Localized Features for Speaker and Speech Recognition, Anindya Roy, Ecole Polytechnique Federale de Lausanne (EPFL), 2011

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Computational modeling of face-to-face social interaction using nonverbal behavioral cues, Dinesh Babu Jayagopi, Ecole Polytechnique Fédérale de Lausanne, 2011

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Modeling and understanding communities in online social media using probabilistic methods, Radu-Andrei Negoescu, Ecole polytechnique fédérale de Lausanne, 2011

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Open-ended Learning of Visual and Multi-modal Patterns, Jie Luo, Ecole polytechnique fédérale de Lausanne, 2011

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Privacy-Sensitive Audio Features for Conversational Speech Processing, Sree Hari Krishnan Parthasarathi, Ecole Polytechnique Fédérale de Lausanne, 2011

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An Information Theoretic Approach to Speaker Diarization of Meeting Recordings, Deepu Vijayasenan, Ecole polytechnique fédérale de Lausanne, 2010

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Multilayer Perceptron Based Hierarchical Acoustic Modeling for Automatic Speech Recognition, Joel Praveen Pinto, Ecole polytechnique fédérale de Lausanne, 2010

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Social Network Analysis for Automatic Role Recognition, Sarah Favre, Ecole Polytechnique Fédérale de Lausanne, 2010

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Bayesian Networks as Generative Models for Face Recognition, Guillaume Heusch, EPFL, 2009

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On the design of audio features robust to the album-effect for music information retrieval., Nicolas Scaringella, Ecole Polytechnique Fédérale de Lausanne, 2009

Acoustic Models for Posterior Features in Speech Recognition, Guillermo Aradilla, Ecole Polytechnique Fédérale de Lausanne, 2008

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Enhancing posterior based speech recognition systems, Hamed Ketabdar, Ecole Polytechnique Fédérale de Lausanne, 2008

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Inference in switching linear dynamical systems applied to noise robust speech recognition of isolated digits, Bertrand Mesot, Ecole Polytechnique Fédérale de Lausanne, 2008

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Machine Learning for Information Retrieval, David Grangier, Ecole Polytechnique Fédérale de Lausanne, 2008

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Methods for Asynchronous and Non-Invasive EEG-Based Brain-Computer Interfaces. Towards Intelligent Brain-Actuated Wheelchairs, Ferran Galán, University of Barcelona, 2008

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Probabilistic models for music, Jean-François Paiement, Ecole Polytechnique Fédérale de Lausanne, 2008

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Bayesian methods for visual multi-object tracking with applications to human activity recognition, Kevin C. Smith, École Polytechnique Fédérale de Lausanne, 2007

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Error-related EEG potentials in brain-computer interfaces, Pierre W. Ferrez, École Polytechnique Fédérale de Lausanne, 2007

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Joint Head Tracking and Pose Estimation for Visual Focus of Attention Recognition, Silèye O. Ba, École Polytechnique Fédérale de Lausanne, 2007

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Learning the structure of image collections with latent aspect models, Florent Monay, École Polytechnique Fédérale de Lausanne, 2007

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Scene image classification and segmentation with quantized local descriptors and latent aspect modeling, Pedro Quelhas, École Polytechnique Fédérale de Lausanne, 2007

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Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces, Silvia Chiappa, École Polytechnique Fédérale de Lausanne, 2006

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Ensembles for Sequence Learning, Christos Dimitrakakis, École Polytechnique Fédérale de Lausanne, 2006

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Face Detection and Verification using Local Binary Patterns, Yann Rodriguez, École Polytechnique Fédérale de Lausanne, 2006

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Machine Learning Approaches to Text Representation using Unlabeled Data, Mikaela Keller, Ecole Polytechnique Fédérale de Lausanne, 2006

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Multi-stream Processing for Noise Robust Speech Recognition, Hemant Misra, École Polytechnique Fédérale de Lausanne, 2006

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Multi-system Biometric Authentication: Optimal Fusion and User-Specific Information, Norman Poh, École Polytechnique Fédérale de Lausanne, 2006

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Prior Knowledge in Kernel Methods, Alexei Pozdnoukhov, École Polytechnique Fédérale de Lausanne, 2006

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Probabilistic Graphical Models for Human Interaction Analysis, Dong Zhang, École Polytechnique Fédérale de Lausanne, 2006

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Spatio-Temporal Analysis of Spontaneous Speech with Microphone Arrays, Guillaume Lathoud, Ecole Polytechnique Fédérale de Lausanne, 2006

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Two-Handed Gestures for Human-Computer Interaction, Agnès Just, École Polytechnique Fédérale de Lausanne, 2006

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Face Authentication Based on Local Features and Generative Models, Fabien Cardinaux, École Polytechnique Fédérale de Lausanne, 2005

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Joint Speech and Speaker Recognition, Mohamed Faouzi BenZeghiba, École Polytechnique Fédérale de Lausanne, Computer Science Department, 2005

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Multimedia event modelling and recognition, Mark Barnard, École Polytechnique Fédérale de Lausanne, 2005

Using Auxiliary Sources of Knowledge for Automatic Speech Recognition, Mathew Magimai.-Doss, École Polytechnique Fédérale de Lausanne, Computer Science Department, 2005

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Large Scale Machine Learning, Ronan Collobert, Université de Paris VI, 2004

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Nonlinear Feature Transformations for Noise Robust Speech Recognition, Shajith Ikbal, Ecole Polytechnique Fédérale de Lausanne, 2004

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Robust Audio Segmentation, Jitendra Ajmera, Iain A. McCowan and Hervé Bourlard, École Polytechnique Fédérale de Lausanne, 2004

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HMM Mixtures (HMM2) for Robust Speech Recognition, Katrin Weber, Ecole Polytechnique Federale de Lausanne, 2003

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Speech Recognition with Auxiliary Information, Todd Andrew Stephenson, École Polytechnique Fédérale de Lausanne, Computer Science Department, 2003

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Text detection and recognition in images and video sequences, Datong Chen, École Polytechnique Fédérale de Lausanne, 2003

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PhD Thesis: Speech Analysis with Production Constraints, Sacha Krstulović, École Polytechnique Fédérale de Lausanne, 2001

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Robust speech recognition based on multi-stream processing, Astrid Hagen, École Polytechnique Fédérale de Lausanne, 2001

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Mixture Models for Unsupervised and Supervised Learning, Perry Moerland, École Polytechnique Fédérale de Lausanne, Computer Science Department, 2000

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The use of Boolean concepts in general classification contexts, Miguel Moreira, Ecole Polytechnique Federale de Lausanne, 2000

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Reconnaissance et Transformation de Locuteurs, Dominique Genoud, École Polytechnique Fédérale de Lausanne, 1999

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Optimization of high order perceptrons, Georg Thimm, École Polytechnique Fédérale de Lausanne, 1997

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Visual Speech and Speaker Recognition, Juergen Luettin, University of Sheffield, 1997

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