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Yannick Estève

Professor in Computer Science - Head of LIA - Avignon University
3
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

francois-portet
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Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en français

Solène Evain , Ha Nguyen , Hang Le , Marcely Zanon Boito , Salima Mdhaffar
JEP 2022, Jun 2022, île de Noirmoutier, France
Communication dans un congrès hal-03707064v1
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Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark

Solène Evain , Manh Ha Nguyen , Hang Le , Marcely Zanon Boito , Salima Mdhaffar
Thirty-fifth Conference on Neural Information Processing Systems ( NeurIPS 2021), Dec 2021, on-line, United States
Communication dans un congrès hal-03407172v1
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LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech

Solène Evain , Ha Nguyen , Hang Le , Marcely Zanon Boito , Salima Mdhaffar
INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic
Communication dans un congrès hal-03317730v3