All publications sorted by journal and type
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Publications of type Phdthesis
2017
Intonation Modelling for Speech Synthesis and Emphasis Preservation, , École Polytechnique Fédérale de Lausanne, 2017 |
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Large-Scale Image Segmentation with Convolutional Networks, , Sciences et Techniques de l’Ingénieur (STI), 2017 |
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Object Detection with Active Sample Harvesting, , École Polytechnique Fédérale de Lausanne, 2017 |
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On Modeling the Synergy Between Acoustic and Lexical Information for Pronunciation Lexicon Development, , École polytechnique fédérale de Lausanne (EPFL), 2017 |
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Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning, , École Polytechnique Fédérale de Lausanne, 2017 |
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2016
"Can you hear me now?" --- Automatic assessment of background noise intrusiveness and speech intelligibility in telecommunications, , Sciences et Techniques de l’Ingénieur (STI), 2016 |
[DOI] |
Building Word Embeddings for Solving Natural Language Processing, , École Polytechnique Fédérale de Lausanne, 2016 |
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Computational Analysis of Urban Places Using Mobile Crowdsensing, , Ecole Polytechnique Federale de Lausanne, 2016 |
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Learning Explainable User Sentiment and Preferences for Information Filtering, , École Polytechnique Fédérale de Lausanne, 2016 |
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Towards End-to-End Speech Recognition, , Ecole polytechnique Fédérale de Lausanne, 2016 |
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Word Sequence Modeling using Deep Learning: and End-to-end Approach and its Applications, , EPFL, 2016 |
[DOI] |
2015
3D Gaze Estimation from Remote RGB-D Sensors, , École Polytechnique Fédérale de Lausanne, 2015 |
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Automatic social role recognition and its application in structuring multiparty interactions, , EPFL, 2015 |
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Computational Analysis Of Behavior In Employment Interviews And Video Resumes, , École Polytechnique Fédérale de Lausanne, 2015 |
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Enabling speech applications using Ad-Hoc Microphone Arrays, , École Polytechnique Fédérale de Lausanne, 2015 |
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Statistical Models in Automatic Speech Recognition, , University of Fribourg, Department of Mathematics, 2015 |
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Trustworthy Biometric Verification under Spoofing Attacks: Application to the Face Mode, , École Polytechnique Fédérale de Lausanne, 2015 |
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2014
Discourse-level Features for Statistical Machine Translation, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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Grapheme-based Automatic Speech Recognition using Probabilistic Lexical Modeling, , École polytechnique fédérale de Lausanne, 2014 |
[DOI] |
Human Tracking and Pose Estimation in Open Spaces, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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Inferring Visual Attention and Addressee in Human Robot Interaction, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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Saliency-based Representations and Multi-component Classifiers for Visual Scene Recognition, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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Scalable Probabilistic Models for Face and Speaker Recognition, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
[URL] |
Tractable Approaches to Learning and Planning in High Dimensions, , EPFL, 2014 |
[DOI] |
2013
Automatic Personality Perception: Inferring Personality Traits from Nonverbal Vocal Behavior, , Electrical Engineering Department, EPFL, 2013 |
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Computational Methods for Audio-Visual Analysis of Emergent Leadership in Teams, , École Polytechnique Fédéral de Lausanne, 2013 |
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Learning to Learn by Exploiting Prior Knowledge, , EDIC, 2013 |
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Mining Conversational Social Video, , EPFL, 2013 |
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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 |
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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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