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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

amira-barhoumi

Plongements lexicaux spécifiques à la langue arabe : application à l'analyse d'opinions

Amira Barhoumi , Nathalie Camelin , Chafik Aloulou , Yannick Estève , Lamia Hadrich Belguith
26e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2019), Jul 2019, Toulouse, France. pp.381-390
Communication dans un congrès hal-02567780v1

An Empirical Evaluation of Arabic-Specific Embeddings for Sentiment Analysis

Amira Barhoumi , Nathalie Camelin , Chafik Aloulou , Yannick Estève , Lamia Hadrich Belguith
International Conference on Arabic Language Processing, Oct 2019, Nancy, France. pp.34-48, ⟨10.1007/978-3-030-32959-4_3⟩
Communication dans un congrès hal-02320120v1
Image document

Arabic Sentiment analysis: an empirical study of machine translation's impact

Amira Barhoumi , Chafik Aloulou , Nathalie Camelin , Yannick Estève , Lamia Belguith
LANGUAGE PROCESSING AND KNOWLEDGE MANAGEMENT INTERNATIONAL CONFERENCE (LPKM2018), Oct 2018, Sfax, Tunisia
Communication dans un congrès hal-02042313v1
Image document

Des représentations continues de mots pour l'analyse d'opinions en arabe: une étude qualitative

Amira Barhoumi , Nathalie Camelin , Yannick Estève
25e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2018), May 2018, Rennes, France
Communication dans un congrès hal-01757776v2
Image document

Document embeddings for Arabic Sentiment Analysis

Amira Barhoumi , Yannick Estève , Chafik Aloulou , Lamia Belguith
Conference on Language Processing and Knowledge Management, LPKM 2017, Sep 2017, Sfax, Tunisia
Communication dans un congrès hal-02042060v1