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Yannick Estève

Professor in Computer Science - Head of LIA - Avignon University
14
Documents
Identifiants chercheurs

Présentation

My main research interests are speech and language processing. I have studied Computer Science (Licence and Master's degree) at the Faculty of Sciences of Luminy (Marseille, France). I obtained my PhD on 2002, under the direction of Pr. Renato De Mori, at the Computer Science Labs (LIA) of the University of Avignon (Avignon, France), in association with France Telecom R&D (FTRD, now Orange Labs). I have worked since June 2002 with FTRD as a research engineer, then as a post-doctoral researcher until August 2003. Then, I have worked until 2018 at the Computer Science Labs (LIUM) of the University of Le Mans (France), from September 2003 as an associate professor, becoming a full professor in 2010. I have headed the [LIUM](https://lium.univ-lemans.fr/en/) from 2012 to 2016 and was a co-founder of the Language and Speech Technology (LST) team of this lab. From 2015 to 2018, I was also the head of the Claude Chappe Informatics Institute that coordinates research, teaching, and innovation activities on computer science at the University of Le Mans. In 2018, I moved to the Computer Science Labs of Avignon (LIA) at the University of Avignon. In May 2020, I became the head of [LIA](https://lia.univ-avignon.fr/en/). My current research activities focus on spoken language understanding, speech translation, speech analytics, speech recognition, deep neural networks, word embeddings, hidden representation. Currently , I am leading the E-SSL project funded by the ANR (French Research Agency) on efficient self supervised learning for speech processing, and I am the LIA scientific responsible in the H2020 SELMA project focusing on transfer learning and user feedback for speech and language processing.

Domaines de recherche


Publications

georges-linares

Integration of word and semantic features for theme identification in telephone conversations

Yannick Estève , Mohamed Bouallegue , Carole Lailler , Mohamed Morchid , Richard Dufour
6th International Workshop on Spoken Dialog Systems (IWSDS 2015), 2015, Busan, South Korea
Communication dans un congrès hal-01433213v1

Low latency combination of parallelized single-pass LVCSR systems

Fethi Bougares , Mickael Rouvier , Yannick Estève , Georges Linarès
Interspeech, Sep 2012, Portland, United States
Communication dans un congrès hal-01313238v1

Avancées dans le domaine de la transcription automatique par décodage guidé

Fethi Bougares , Yannick Estève , Paul Deléglise , Mickael Rouvier , Georges Linarès
JEP, 2012, Grenoble, France
Communication dans un congrès hal-01433463v1

Bag of n-gram driven decoding for LVCSR system harnessing

Fethi Bougares , Yannick Estève , Paul Deléglise , Georges Linarès
Automatic speech recognition and Understanding Workshop, 2011, Hawaï (USA), Unknown Region
Communication dans un congrès hal-01434931v1

LIA @ MediaEval 2011 : Compact Representation of Heterogeneous Descriptors for Video Genre Classification

Mickael Rouvier , Richard Dufour , Georges Linarès , Yannick Estève
MediaEval, Sep 2011, Pise, Italy
Communication dans un congrès hal-01320178v1

A Language-identification inspired method for spontaneous speech detection

Mickael Rouvier , Richard Dufour , Georges Linarès , Yannick Estève
INTERSPEECH, Sep 2010, Makuhari, Japan
Communication dans un congrès hal-01320176v1

Spontaneous Speech Characterization and Detection in Large Audio Database

Richard Dufour , Vincent Jousse , Yannick Estève , Frédéric Béchet , Georges Linarès
13-th International Conference on Speech and Computer (SPECOM 2009), 2009, St Petersburg, Russia
Communication dans un congrès hal-01433943v1

Caractérisation et détection de parole spontanée dans de larges collections de documents audio

Vincent Jousse , Yannick Estève , Frédéric Béchet , Thierry Bazillon , Georges Linares
JEP, Jun 2008, Avignon, France
Communication dans un congrès hal-01317613v1
Image document

Combinaison de systèmes par décodage guidé

Benjamin Lecouteux , Georges Linarès , Yannick Estève , Guillaume Gravier
JEP / TALN / RECITAL 2008, Jun 2008, Avignon, France
Communication dans un congrès hal-01318091v1
Image document

Generalized Driven Decoding for Speech Recognition System Combination

Benjamin Lecouteux , Georges Linarès , Yannick Estève , Guillaume Gravier
IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States
Communication dans un congrès hal-01318069v1
Image document

System Combination by Driven Decoding

Benjamin Lecouteux , Georges Linarès , Yannick Estève , Julie Mauclair
32nd International Conference on Acoustics, Speech and Signal Processing - ICASSP 2007, IEEE, Apr 2007, Honolulu, United States. pp.IV-341--IV-344, ⟨10.1109/ICASSP.2007.366919⟩
Communication dans un congrès hal-01318073v1