Hervé Bourlard

EPFL STI SEL-GE
ELE 130 (Bâtiment ELE)
Station 11
CH-1015 Lausanne

EPFL STI IEL LIDIAP
ELE 130 (Bâtiment ELE)
Station 14
CH-1015 Lausanne

Web site: Site web: https://idiap.epfl.ch/

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Données administratives

Enseignement & Phd

Enseignement

Electrical and Electronics Engineering

Programmes doctoraux

Doctoral Program in Electrical Engineering

Doctorants

Dubagunta Subrahmanya Pavankumar, Janbakhshi Parvaneh, Kabil Selen Hande, Miculicich Werlen Lesly Sadiht, Pignat Emmanuel, Schnell Bastian, Vyas Apoorv,

A dirigé les thèses EPFL de

Ajmera Jitendra , Aradilla Guillermo , Asaei Afsaneh , Atanasoaei Cosmin , Ba Silèye Oumar , Babu Saheer Lakshmi , Bala Subburaman Venkatesh , Barnard Mark , Benzeghiba Mohamed Faouzi , Chen Datong , Chingovska Ivana , Da Silva Quelhas Pedro Manuel , De Freitas Pereira Tiago , Dey Subhadeep , Dighe Pranay , Dimitrakakis Christos , El Shafey Laurent , Favre Sarah , Fornoni Marco , Grangier David , Habibi Maryam , Hagen Astrid , Heusch Guillaume , Honnet Pierre-Edouard Jean Charles , Ikbal Shajith , Imseng David , Jaquier Noémie Laure Gwendoline , Just Agnès , Keller Mikaela , Ketabdar Hamed , Kuzborskij Ilja , Lathoud Guillaume , Lebret Rémi Philippe , Legrand Joël Yvon Roland , Liang Hui , Luo Jie , Magimai Doss Mathew , Mesot Bertrand , Meyer Thomas , Misra Hemant , Mohammadi Amir , Mohammadi Gelareh , Monay Michaud Florent , Muckenhirn Hannah , Oliveira Pinheiro Pedro Henrique , Paiement Jean-François , Palaz Dimitri , Pappas Nikolaos , Parthasarathi Sree Hari Krishnan , Pinto Joel Praveen , Poh Norman Hoon Thian , Pozdnoukhov Alexei , Pu Xiao , Ram Dhananjay , Rasipuram Ramya , Razavi Marzieh , Rodriguez Yann , Roy Anindya , Sapru Ashtosh , Scaringella Nicolas , Smith Kevin , Stephenson Todd , Taghizadeh Mohammadjavad , Tanwani Ajay Kumar , Tommasi Tatiana , Tong Sibo , Ullmann Raphaël Marc , Vijayasenan Deepu , Weber Katrin , Yazdani Majid , Yella Sree Harsha , Zhang Dong ,

Cours

Automatic speech processing

L'objectif de ce cours est de présenter les principaux formalismes, modèles et algorithmes permettant la réalisation d'applications mettant en oeuvre des techniques de traitement de la parole (codage, analyse/synthèse, reconnaissance).

Statistical Sequence Processing

1. Introduction: Statistical (static and dynamic) pattern recognition, temporal pattern recognition problems, etc
2. Basic tools in temporal pattern modeling: Correlation, autocorrelation, linear/nonlinear AR, ARMA and ARCH modeling.
3. Statistical pattern recognition: Bayes classifiers, artificial neural networks (ANNs), discriminant functions, Expectation-Maximization algorithm, dyn