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Yannick Estève

Professor in Computer Science - Head of LIA - Avignon University
7
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

christian-raymond

On the use of linguistic consistency in automatic speech recognition

Yannick Estève , Christian Raymond , Frédéric Béchet , Renato de Mori
IEEE Transactions on Speech and Audio Processing, 2003, 11 (6), pp.746--756
Article dans une revue hal-01434539v1
Image document

Dialogue History Integration into End-to-End Signal-to-Concept Spoken Language Understanding Systems

Natalia Tomashenko , Christian Raymond , Antoine Caubrière , Renato de Mori , Yannick Estève
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2020, Barcelona, Spain. pp.5, ⟨10.1109/ICASSP40776.2020.9053247⟩
Communication dans un congrès hal-02551760v1

Automatic learning of interpretatation strategies for spoken dialogue systems

Christian Raymond , Frédéric Béchet , Renato de Mori , Géraldine Damnati , Yannick Estève
ICASSP 2004, 2004, Montréal, Canada
Communication dans un congrès hal-01434523v1

Belief confirmation in spoken dialog systems using confidence measures

Christian Raymond , Yannick Estève , Frédéric Béchet , Renato de Mori , Géraldine Damnati
ASRU 2003, 2003, St Thomas, US Virgin Islands (USA), Unknown Region
Communication dans un congrès hal-01434556v1

Conceptual decoding for spoken dialog systems

Yannick Estève , Christian Raymond , Frédéric Béchet , Renato de Mori
Eurospeech 2003, 2003, Genêve, Switzerland. pp.3033--3336
Communication dans un congrès hal-01434559v1

On the use of structures in language models for dialogue, Specific solutions for specific problems

Yannick Estève , Christian Raymond , Renato de Mori
ISCA TRW on Multi-modal dialogue in mobile environments, 2002, Kloster Irsee, Germany
Communication dans un congrès hal-01434607v1

On the use of structures in language models for dialogue

Renato de Mori , Yannick Estève , Christian Raymond
ICSLP 2002, 2002, Denver, Colorado (USA), Unknown Region. pp.929--932
Communication dans un congrès hal-01434618v1