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All theses
| 1-50 | 51-100 | 101-127 |

2022
Memory of Motion for Initializing Optimization in Robotics, Teguh Santoso Lembono, École Polytechnique Fédérale de Lausanne, 2022
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2021
Deep Learning Approaches for Auditory Perception in Robotics, Weipeng He, École polytechnique fédérale de Lausanne, 2021
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Gradient-based Methods for Deep Model Interpretability, Suraj Srinivas, École polytechnique fédérale de Lausanne, 2021
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2020
Detection of disguised speech in forensic science by humans and automatic systems, Michela Pettinato, Université de Lausanne Ecole des Sciences Criminelles, 2020
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Discourse Phenomena in Machine Translation, Lesly Miculicich, École polytechnique fédérale de Lausanne, 2020
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2019
Language Independent Query by Example Spoken Term Detection, Dhananjay Ram, École Polytechnique Fédérale de Lausanne, 2019
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2018
Learning embeddings: efficient algorithms and applications, Cijo Jose, École Polytechnique Fédérale de Lausanne, 2018
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Novel Algorithms for Clustering, James Newling, École polytechnique fédérale de Lausanne, 2018
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Word Sense Consistency in Statistical and Neural Machine Translation, Xiao Pu, École Polytechnique Fédérale de Lausanne, 2018
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2017
Large-Scale Image Segmentation with Convolutional Networks, Pedro H. O. Pinheiro, Sciences et Techniques de l’Ingénieur (STI), 2017
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Object Detection with Active Sample Harvesting, Olivier Canévet, École Polytechnique Fédérale de Lausanne, 2017
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Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning, Gulcan Can, École Polytechnique Fédérale de Lausanne, 2017
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2016
Building Word Embeddings for Solving Natural Language Processing, Rémi Lebret, École Polytechnique Fédérale de Lausanne, 2016
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Computational Analysis of Urban Places Using Mobile Crowdsensing, Darshan Santani, Ecole Polytechnique Federale de Lausanne, 2016
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Towards End-to-End Speech Recognition, Dimitri Palaz, Ecole polytechnique Fédérale de Lausanne, 2016
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2015
3D Gaze Estimation from Remote RGB-D Sensors, Kenneth Alberto Funes Mora, École Polytechnique Fédérale de Lausanne, 2015
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[DOI]
Enabling speech applications using Ad-Hoc Microphone Arrays, Mohammad J. Taghizadeh, École Polytechnique Fédérale de Lausanne, 2015
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Statistical Models in Automatic Speech Recognition, Sandrine Revaz, University of Fribourg, Department of Mathematics, 2015
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2014
Discourse-level Features for Statistical Machine Translation, Thomas Meyer, École Polytechnique Fédérale de Lausanne (EPFL), 2014
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Human Tracking and Pose Estimation in Open Spaces, Alexandre Heili, École Polytechnique Fédérale de Lausanne (EPFL), 2014
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Inferring Visual Attention and Addressee in Human Robot Interaction, Samira Sheikhi, École Polytechnique Fédérale de Lausanne (EPFL), 2014
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Scalable Probabilistic Models for Face and Speaker Recognition, Laurent El Shafey, École Polytechnique Fédérale de Lausanne (EPFL), 2014
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2013
Multilingual speech recognition A posterior based approach, David Imseng, École Polytechnique Fédérale de Lausanne (EPFL), 2013
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Object Classification and Detection in High Dimensional Feature Space, Charles Dubout, Programme doctoral en Informatique, Communications et Information, 2013
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2012
2011
A Probabilistic Approach to Socio-Geographic Reality Mining, Katayoun Farrahi, Ecole Polytechnique Fédérale de Lausanne, 2011
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Bayesian Approaches to Uncertainty in Speech Processing, Philip N. Garner, School of Computing Sciences, University of East Anglia, 2011
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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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Open-ended Learning of Visual and Multi-modal Patterns, Jie Luo, Ecole polytechnique fédérale de Lausanne, 2011
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2010
Social Network Analysis for Automatic Role Recognition, Sarah Favre, Ecole Polytechnique Fédérale de Lausanne, 2010
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2009
2008
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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Machine Learning for Information Retrieval, David Grangier, Ecole Polytechnique Fédérale de Lausanne, 2008
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Probabilistic models for music, Jean-François Paiement, Ecole Polytechnique Fédérale de Lausanne, 2008
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2007
Error-related EEG potentials in brain-computer interfaces, Pierre W. Ferrez, 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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2006
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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Multi-stream Processing for Noise Robust Speech Recognition, Hemant Misra, 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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Two-Handed Gestures for Human-Computer Interaction, Agnès Just, École Polytechnique Fédérale de Lausanne, 2006
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2005
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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2004
Large Scale Machine Learning, Ronan Collobert, Université de Paris VI, 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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2003
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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2001
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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2000
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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1999
Reconnaissance et Transformation de Locuteurs, Dominique Genoud, École Polytechnique Fédérale de Lausanne, 1999
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1997
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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| 1-50 | 51-100 | 101-127 |