Yannick Estève
Professor in Computer Science - Head of LIA - Avignon University
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Documents
Identifiants chercheurs
- yannick-esteve
- 0000-0002-3656-8883
- Google Scholar : https://scholar.google.fr/citations?user=dQDAeBYAAAAJ&hl=fr&oi=ao
- IdRef : 070531668
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
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End2End Acoustic to Semantic TransductionICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, ON, Canada. ⟨10.1109/ICASSP39728.2021.9413581⟩
Communication dans un congrès
hal-03128163v1
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Error analysis applied to end-to end spoken language understanding45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), May 2020, Barcelona, Spain. pp.8514-8518, ⟨10.1109/ICASSP40776.2020.9054455⟩
Communication dans un congrès
hal-02465899v1
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Confidence measure for speech-to-concept end-to-end spoken language understandingInterspeech 2020, Oct 2020, Shangaï, China
Communication dans un congrès
hal-02940028v1
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Where are we in Named Entity Recognition from Speech?12th International Conference on Language Resources and Evaluation (LREC), May 2020, Marseille, France
Communication dans un congrès
hal-02475026v1
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Où en sommes-nous dans la reconnaissance des entités nommées structurées à partir de la parole ?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, 2020, Nancy, France. pp.64-72
Communication dans un congrès
hal-02798516v3
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A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case StudyLREC, May 2020, Marseille, France
Communication dans un congrès
hal-02496700v1
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Apport de l'adaptation automatique des modèles de langage pour la reconnaissance de la parole: évaluation qualitative extrinsèque dans un contexte de traitement de cours magistraux26e Conférence sur le Traitement Automatique des Langues Naturelles, 2019, Toulouse, France. pp.167-174
Communication dans un congrès
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Recent Advances in End-to-End Spoken Language Understanding7th International Conference on Statistical Language and Speech Processing (SLSP), Oct 2019, Ljubljana, Slovenia
Communication dans un congrès
hal-02353011v1
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Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL CorpusInterspeech 2019, Sep 2019, Graz, Austria. pp.569-573, ⟨10.21437/Interspeech.2019-2661⟩
Communication dans un congrès
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Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability20th Annual Conference of the International Speech Communication Association (InterSpeech), Sep 2019, Graz, Austria. pp.1198-1202, ⟨10.21437/interspeech.2019-1832⟩
Communication dans un congrès
hal-02304597v1
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Curriculum d'apprentissage : reconnaissance d'entités nommées pour l'extraction de concepts sémantiques26e conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jul 2019, Toulouse, France
Communication dans un congrès
hal-02304614v1
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Apport de l’adaptation automatique des modèles de langage pour la reconnaissance de la parole : évaluation qualitative extrinsèque dans un contexte de traitement de cours magistrauxTALN, Jul 2019, Toulouse, France
Communication dans un congrès
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Etude de performance des réseaux neuronaux récurrents dans le cadre de la campagne d'évaluation Multi-Genre Broadcast challenge 3 (MGB3)XXXIIe Journées d'Etudes sur la Parole (JEP 2018), Jun 2018, Aix-en-Provence, France
Communication dans un congrès
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End-to-end named entity and semantic concept extraction from speechIEEE Spoken Language Technology Workshop, Dec 2018, Athens, Greece
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hal-01987740v2
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Le corpus PASTEL pour le traitement automatique de cours magistraux25e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2018), May 2018, Rennes, France
Communication dans un congrès
hal-01757775v1
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Décodage hybride dans les SRAP pour l’indexation automatique des documents multimédiaJEP 2014, 2014, Le Mans, France
Communication dans un congrès
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Combinaison d’approches pour la reconnaissance du rôle des locuteursJEP 2012, 2012, Grenoble, France
Communication dans un congrès
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Some recent research work at LIUM based on the use of CMU SphinxCMU SPUD Workshop, 2010, Dallas (Texas), Unknown Region
Communication dans un congrès
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Iterative filtering of phonetic transcriptions of proper nounsIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), 2009, Taipei, Taiwan. pp.4265--4268
Communication dans un congrès
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Combined systems for automatic phonetic transcription of proper nounsLREC-2008, May 2008, Marrakech, Morocco
Communication dans un congrès
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Combinaison de systèmes pour la phonétisation automatique de noms propresXXVIIe Journées d'étude sur la parole (JEP 2008), Jun 2008, Avignon, France. pp.4
Communication dans un congrès
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Combined systems for automatic phonetic transcription of proper nouns6th Language Evaluation and Resources Conference (LREC 2008), May 2008, Marrakech, Morocco. pp.1791-1795
Communication dans un congrès
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