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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.


Edwin Simonnet   

Conference papers5 documents

  • Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estève. Simulating ASR errors for training SLU systems. LREC 2018, May 2018, Miyazaki, Japan. ⟨hal-01715923⟩
  • Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estève. Simulation d'erreurs de reconnaissance automatique dans un cadre de compréhension de la parole. XXXIIe Journées d'Etudes sur la Parole (JEP 2018), Jun 2018, Aix-en-Provence, France. ⟨hal-01757770⟩
  • Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estève, Renato de Mori. ASR error management for improving spoken language understanding. Interspeech 2017, Aug 2017, Stockholm, Sweden. ⟨hal-01526298⟩
  • Edwin Simonnet, Paul Deléglise, Nathalie Camelin, Yannick Estève. Des Réseaux de Neurones avec Mécanisme d’Attention pour la Compréhension de la Parole. 31ème Journées d’Études sur la Parole, 2016, Paris, France. ⟨hal-01433191⟩
  • Edwin Simonnet, Nathalie Camelin, Paul Deléglise, Yannick Estève. Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding. Machine Learning for Spoken Language Understanding and Interaction NIPS 2015 workshop (SLUNIPS 2015), 2015, Montreal, Canada. ⟨hal-01433202⟩