All publications sorted by journal and type
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Publications of type Phdthesis
2013
| Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition, , École Polytechnique Fédérale de Lausanne, 2013 |
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| Multilingual speech recognition A posterior based approach, , École Polytechnique Fédérale de Lausanne (EPFL), 2013 |
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| Object Classification and Detection in High Dimensional Feature Space, , Programme doctoral en Informatique, Communications et Information, 2013 |
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| Similarity Learning Over Large Collaborative Networks, , and , EPFL, 2013 |
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2012
| Alternative search techniques for face detection using location estimation and binary features, , ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE, 2012 |
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| Data-Driven Enhancement of State Mapping-Based Cross-Lingual Speaker Adaptation, , École Polytechnique Fédérale de Lausanne, 2012 |
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| Sequential Topic Models for Mining Recurrent Activities and their Relationships : Application to long term video recordings, , École Polytechnique Fédérale de Lausanne, 2012 |
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| Statistical Shape Descriptors for Ancient Maya Hieroglyphs Analysis, , École Polytechnique Fédérale de Lausanne, 2012 |
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| Unified Framework Of Feature Based Adaptation For Statistical Speech Synthesis And Recognition, , Ecole Polytechnique Federale de Lausanne (EPFL), 2012 |
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2011
| A Probabilistic Approach to Socio-Geographic Reality Mining, , Ecole Polytechnique Fédérale de Lausanne, 2011 |
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| Bayesian Approaches to Uncertainty in Speech Processing, , School of Computing Sciences, University of East Anglia, 2011 |
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| Boosting Localized Features for Speaker and Speech Recognition, , Ecole Polytechnique Federale de Lausanne (EPFL), 2011 |
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| Computational modeling of face-to-face social interaction using nonverbal behavioral cues, , Ecole Polytechnique Fédérale de Lausanne, 2011 |
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| Modeling and understanding communities in online social media using probabilistic methods, , Ecole polytechnique fédérale de Lausanne, 2011 |
[DOI] [URL] |
| Open-ended Learning of Visual and Multi-modal Patterns, , Ecole polytechnique fédérale de Lausanne, 2011 |
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| Privacy-Sensitive Audio Features for Conversational Speech Processing, , Ecole Polytechnique Fédérale de Lausanne, 2011 |
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2010
| An Information Theoretic Approach to Speaker Diarization of Meeting Recordings, , Ecole polytechnique fédérale de Lausanne, 2010 |
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| Multilayer Perceptron Based Hierarchical Acoustic Modeling for Automatic Speech Recognition, , Ecole polytechnique fédérale de Lausanne, 2010 |
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| Social Network Analysis for Automatic Role Recognition, , Ecole Polytechnique Fédérale de Lausanne, 2010 |
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2009
| On the design of audio features robust to the album-effect for music information retrieval., , Ecole Polytechnique Fédérale de Lausanne, 2009 |
2008
| Acoustic Models for Posterior Features in Speech Recognition, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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| Enhancing posterior based speech recognition systems, , 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, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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| Machine Learning for Information Retrieval, , 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, , University of Barcelona, 2008 |
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| Probabilistic models for music, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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2007
| Bayesian methods for visual multi-object tracking with applications to human activity recognition, , École Polytechnique Fédérale de Lausanne, 2007 |
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| Error-related EEG potentials in brain-computer interfaces, , École Polytechnique Fédérale de Lausanne, 2007 |
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| Joint Head Tracking and Pose Estimation for Visual Focus of Attention Recognition, , École Polytechnique Fédérale de Lausanne, 2007 |
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| Learning the structure of image collections with latent aspect models, , École Polytechnique Fédérale de Lausanne, 2007 |
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| Scene image classification and segmentation with quantized local descriptors and latent aspect modeling, , École Polytechnique Fédérale de Lausanne, 2007 |
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2006
| Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces, , École Polytechnique Fédérale de Lausanne, 2006 |
[DOI] [URL] |
| Ensembles for Sequence Learning, , École Polytechnique Fédérale de Lausanne, 2006 |
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| Face Detection and Verification using Local Binary Patterns, , École Polytechnique Fédérale de Lausanne, 2006 |
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| Machine Learning Approaches to Text Representation using Unlabeled Data, , Ecole Polytechnique Fédérale de Lausanne, 2006 |
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| Multi-stream Processing for Noise Robust Speech Recognition, , École Polytechnique Fédérale de Lausanne, 2006 |
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| Multi-system Biometric Authentication: Optimal Fusion and User-Specific Information, , École Polytechnique Fédérale de Lausanne, 2006 |
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| Prior Knowledge in Kernel Methods, , École Polytechnique Fédérale de Lausanne, 2006 |
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| Probabilistic Graphical Models for Human Interaction Analysis, , École Polytechnique Fédérale de Lausanne, 2006 |
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| Spatio-Temporal Analysis of Spontaneous Speech with Microphone Arrays, , Ecole Polytechnique Fédérale de Lausanne, 2006 |
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| Two-Handed Gestures for Human-Computer Interaction, , École Polytechnique Fédérale de Lausanne, 2006 |
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2005
| Face Authentication Based on Local Features and Generative Models, , École Polytechnique Fédérale de Lausanne, 2005 |
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| Joint Speech and Speaker Recognition, , École Polytechnique Fédérale de Lausanne, Computer Science Department, 2005 |
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| Multimedia event modelling and recognition, , École Polytechnique Fédérale de Lausanne, 2005 |
| Using Auxiliary Sources of Knowledge for Automatic Speech Recognition, , École Polytechnique Fédérale de Lausanne, Computer Science Department, 2005 |
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2004
| Large Scale Machine Learning, , Université de Paris VI, 2004 |
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| Nonlinear Feature Transformations for Noise Robust Speech Recognition, , Ecole Polytechnique Fédérale de Lausanne, 2004 |
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| Robust Audio Segmentation, , and , École Polytechnique Fédérale de Lausanne, 2004 |
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