All publications sorted by journal and type
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Publications of type Phdthesis
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 |
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| 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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2003
| HMM Mixtures (HMM2) for Robust Speech Recognition, , Ecole Polytechnique Federale de Lausanne, 2003 |
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| Speech Recognition with Auxiliary Information, , École Polytechnique Fédérale de Lausanne, Computer Science Department, 2003 |
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| Text detection and recognition in images and video sequences, , École Polytechnique Fédérale de Lausanne, 2003 |
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2001
| PhD Thesis: Speech Analysis with Production Constraints, , École Polytechnique Fédérale de Lausanne, 2001 |
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| Robust speech recognition based on multi-stream processing, , École Polytechnique Fédérale de Lausanne, 2001 |
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2000
| Mixture Models for Unsupervised and Supervised Learning, , École Polytechnique Fédérale de Lausanne, Computer Science Department, 2000 |
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| The use of Boolean concepts in general classification contexts, , Ecole Polytechnique Federale de Lausanne, 2000 |
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1999
| Reconnaissance et Transformation de Locuteurs, , École Polytechnique Fédérale de Lausanne, 1999 |
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1997
| Optimization of high order perceptrons, , École Polytechnique Fédérale de Lausanne, 1997 |
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| Visual Speech and Speaker Recognition, , University of Sheffield, 1997 |
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