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Yannick Estève

Professor in Computer Science - Head of LIA - Avignon University
10
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

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ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks

Hang Le , Florentin Barbier , Ha Nguyen , Natalia Tomashenko , Salima Mdhaffar
International Conference on Spoken Language Translation (IWSLT), Aug 2021, Bangkok (virtual), Thailand. ⟨10.18653/v1/2021.iwslt-1.20⟩
Communication dans un congrès hal-03298854v2
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ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task

Manh Ha Nguyen , Natalia Tomashenko , Marcely Zanon Boito , Antoine Caubrière , Fethi Bougares
16th International Workshop on Spoken Language Translation 2019, Nov 2019, Hong Kong, China
Communication dans un congrès hal-02352949v1

Conditional Random Fields for the Tunisian Dialect Grapheme-to-Phoneme Conversion

Abir Masmoudi , Mariem Ellouze , Fethi Bougares , Yannick Estève , Lamia Hadrich-Belguith
Interspeech 2016, 2016, San Francisco (CA, USA), Unknown Region
Communication dans un congrès hal-01433177v1

Développement et évaluation d’un système de traduction automatique de la parole en Pashto vers le Français

Fethi Bougares , Anthony Rousseau , Paul Deléglise , Yannick Estève , Loïc Barrault
JEP 2014, 2014, Le Mans, France
Communication dans un congrès hal-01433217v1

LIUM ASR system for ETAPE French evaluation campaign: experiments on system combination using open-source recognizers

Fethi Bougares , Paul Deléglise , Yannick Estève , Mickael Rouvier
Sixteenth International Conference on TEXT, SPEECH and DIALOGUE (TSD 2013), 2013, Pilsen, Czech Republic
Communication dans un congrès hal-01450691v1

An investigation of single-pass ASR system combination for Spoken Language Understanding

Fethi Bougares , Mickael Rouvier , Nathalie Camelin , Paul Deléglise , Yannick Estève
1st International Conference on Statistical Language and Speech Processing (SLSP 2013), 2013, Tarragona, Spain
Communication dans un congrès hal-01433263v1

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

LIUM’s systems for the IWSLT 2011 Speech Translation Tasks

Anthony Rousseau , Fethi Bougares , Paul Deléglise , Holger Schwenk , Yannick Estève
International Workshop on Spoken Language Translation, 2011, San Francisco (USA), Unknown Region
Communication dans un congrès hal-01454949v1

Unsupervised model adaptation on targeted speech segments for LVCSR system combination

Richard Dufour , Fethi Bougares , Yannick Estève , Paul Deléglise
Interspeech 2010, 2010, Makuhari, Japan
Communication dans un congrès hal-01433900v1

Some recent research work at LIUM based on the use of CMU Sphinx

Yannick Estève , Paul Deléglise , Sylvain Meignier , Simon Petitrenaud , Holger Schwenk
CMU SPUD Workshop, 2010, Dallas (Texas), Unknown Region
Communication dans un congrès hal-01434933v1