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Yannick Estève

Professor in Computer Science - Head of LIA - Avignon University
5
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

manon-macary
marie-tahon
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Continuous emotion prediction from audio signal with acoustic and linguistic representations

Marie Tahon , Manon Macary , Yannick Estève
16ème Congrès Français d'Acoustique, CFA2022, Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France
Communication dans un congrès hal-03847806v1
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On the use of Self-supervised Pre-trained Acoustic and Linguistic Features for Continuous Speech Emotion Recognition

Manon Macary , Marie Tahon , Yannick Estève , Anthony Rousseau
IEEE Spoken Language Technology Workshop, Jan 2021, Virtual, China
Communication dans un congrès hal-03003469v1
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Prédiction continue de la satisfaction et de la frustration dans des conversations de centre d’appels

Manon Macary , Marie Tahon , Yannick Estève , Anthony Rousseau
6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole, Jun 2020, Nancy, France. pp.379-387
Communication dans un congrès hal-02798561v3
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AlloSat: A New Call Center French Corpus for Satisfaction and Frustration Analysis

Manon Macary , Marie Tahon , Yannick Estève , Anthony Rousseau
Language Resources and Evaluation Conference, LREC 2020, May 2020, Marseille, France
Communication dans un congrès hal-02506086v1
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Multi-corpus Experiment on Continuous Speech Emotion Recognition: Convolution or Recurrence?

Manon Macary , Martin Lebourdais , Marie Tahon , Yannick Estève , Anthony Rousseau
22ND INTERNATIONAL CONFERENCE ON SPEECH AND COMPUTER SPECOM 2020, Oct 2020, St Petersburg, Russia
Communication dans un congrès hal-02945644v1