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Yannick Estève


Professor in Computer Science 

Head of LIA 

yannick (dot) esteve (at) univ-avignon.fr
LIA - University of Avignon - 339 chemin des Meinajaries, Agroparc BP 91228, 84911 Avignon cedex 9, France 

 

Brief bio

My main research interests are spoken language understanding and speech recognition.  

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 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.

My current research activities focus on spoken language understanding, speech translation, speech analytics, speech recognition, deep neural networks, word embeddings, hidden representation.

Currently (2019-2022), I am leading the ON-TRAC project funded by the ANR (French Research Agency) on end-to-end speech translation, and I am the LIA scientific responsible in the ANR DEEP-PRIVACY project focusing on privacy in the framework of speech recognition.


Georges Linares   

Journal articles2 documents

  • Benjamin Lecouteux, Georges Linares, Yannick Estève, Guillaume Gravier. Dynamic Combination of Automatic Speech Recognition Systems by Driven Decoding. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2013. ⟨hal-00758626⟩
  • Thierry Bazillon, Vincent Jousse, Frédéric Béchet, Yannick Estève, Georges Linares, et al.. La parole spontanée : transcription et traitement. Revue TAL, ATALA (Association pour le Traitement Automatique des Langues), 2008. ⟨hal-01321127⟩

Conference papers9 documents

  • Yannick Estève, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, et al.. Integration of word and semantic features for theme identification in telephone conversations. 6th International Workshop on Spoken Dialog Systems (IWSDS 2015), 2015, Busan, South Korea. ⟨hal-01433213⟩
  • Fethi Bougares, Mickael Rouvier, Yannick Estève, Georges Linarès. Low latency combination of parallelized single-pass LVCSR systems. Interspeech, Sep 2012, Portland, United States. ⟨hal-01313238⟩
  • Mickael Rouvier, Richard Dufour, Georges Linarès, Yannick Estève. LIA @ MediaEval 2011 : Compact Representation of Heterogeneous Descriptors for Video Genre Classification. MediaEval, Sep 2011, Pise, Italy. ⟨hal-01320178⟩
  • Mickael Rouvier, Richard Dufour, Georges Linarès, Yannick Estève. A Language-identification inspired method for spontaneous speech detection. INTERSPEECH, Sep 2010, Makuhari, Japan. ⟨hal-01320176⟩
  • Vincent Jousse, Yannick Estève, Frédéric Béchet, Thierry Bazillon, Georges Linares. Caractérisation et détection de parole spontanée dans de larges collections de documents audio. JEP, Jun 2008, Avignon, France. ⟨hal-01321187⟩
  • Vincent Jousse, Yannick Estève, Frédéric Béchet, Thierry Bazillon, Georges Linares. Caractérisation et détection de parole spontanée dans de larges collections de documents audio. JEP, Jun 2008, Avignon, France. ⟨hal-01317613⟩
  • Benjamin Lecouteux, Georges Linarès, Yannick Estève, Guillaume Gravier. Combinaison de systèmes par décodage guidé. JEP / TALN / RECITAL 2008, Jun 2008, Avignon, France. ⟨hal-01318091⟩
  • Benjamin Lecouteux, Georges Linarès, Yannick Estève, Guillaume Gravier. Generalized Driven Decoding for Speech Recognition System Combination. IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States. ⟨hal-01318069⟩
  • Benjamin Lecouteux, Georges Linarès, Yannick Estève, J. Mauclair. System Combination by Driven Decoding. IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 , Apr 2007, Honolulu, United States. ⟨10.1109/ICASSP.2007.366919⟩. ⟨hal-01318073⟩

Poster communications1 document

  • Benjamin Lecouteux, Georges Linares, Yannick Estève, Guillaume Gravier. GENERALIZED DRIVEN DECODING FOR SPEECH RECOGNITION SYSTEM COMBINATION. ICASSP, 2008, Las Vegas, United States. ⟨hal-02094742⟩