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Gwénolé Lecorvé
Researcher in Natural Language Processing
55
Documents
Current affiliations
- 1087506
Researcher identifiers
gwenole-lecorve- IdRef : 150245254
-
0000-0002-4271-2087
- Arxiv : lecorve_g_1
- Google Scholar : https://scholar.google.fr/citations?user=EGC_mugAAAAJ
Presentation
# Research activities
#### Current
* **Language modeling** (2007-present)
* **Question answering** (2021-present)
* **Dialogue** (2021-present)
#### Past
* Language for children (2018-2024)
* Text-to-speech (2012-2021)
* Paraphrase generation (2018-2020)
* Language register (2015-2023)
* Pronunciation modeling (2012-2021)
* Disfluency modeling (2016-2018)
* Speech recognition (2007-2012)
# Short bio
* **2021-present** Researcher at Orange.
* **2020** Habilitation to supervise research in computer science from University of Rennes 1.
* **2019-2021** Deputy nominated member of the French National Council of Universities (Conseil National des Universités, CNU) in the Computer Science section.
* **2014-2021** Permanent member in the research team Expression at IRISA (Lannion, France)
* **2012-2021** Associate professor at ENSSAT/University of Rennes 1 (Lannion, France)
* **2012-2013** Permanent member in the research team Cordial at IRISA (Lannion, France)
* **2011-2012** Postdoctoral researcher at Idiap Research Institute (Martigny, Switzerland).
* **2007-2010** Ph.D. candidate in computer science in the multimedia group (Texmex) at IRISA/INRIA (INSA de Rennes, France).
* **2007**
- M.Sc. in image processing and artificial intelligence at the Institut National des Sciences Appliquées (INSA de Rennes, France)
- M.Eng. in computer science at the Institut National des Sciences Appliquées (INSA de Rennes, France)
- **2004** B.Sc. in mathematics and computer science at the Université de Bretagne Sud (Lorient, France)
# Project involvement
#### Breton Text-To-Speech: Creation of tools and data for the Breton speech synthesis
* Public Breton Language Office
* Deputy coordinator
* 2019-2020
#### ANR TextToKids: Language register transformation using linguistic pattern extraction
* French National Research Agency
* Deputy coordinator, local coordinator
* 2019-2023
#### PEPS TextToKids: Language register transformation using linguistic pattern extraction
* CNRS (French National Center for Scientific Research)
* Coordinator
* 2018
#### H2020 NADINE digital iNtegrAteD system for the socIal support of migraNts / and refugEes
* European Commission
* 2018-2021
#### P2IA: Interactive application to help children how to read and write
* French Minister of Education
* Local coordinator
* 2019-2021
#### Kaligo DYS Learning writing with dysgraphic and dyspraxic children and young adults
* Pôle Images & Réseaux / Regional + EU funding
* Local coordinator
* 2018-2020
#### ANR TREMoLo: Language register transformation using linguistic pattern extraction
* French National Research Agency
* Coordinator
* 2017-2021
#### ANR SynPaFlex: Flexible speech synthesis
* French National Research Agency
* Task leader on pronunciation adaptation
* 2015-2019
#### TAO CSR: Task adaptation and optimization for continuous speech recognition
* Swiss Technology and Innovation Committee
* 2011-2012
# Supervisions
#### Current
* Hichem Ammar Khodja (PhD candidate, since 2022, with Quentin Brabant, Frédéric Béchet and Alexis Nasr)
* Loïc Fosse (PhD candidate, since 2023, with Géraldine Damnati, Benoît Favre, Frédéric Béchet)
* Abderrahmane Said aït gueni (MSc Intern, 2024, with Quentin Brabant, Hichem Ammar Khodha)
#### Past
* H. Ambre Ayats (research intern, 2017)
* Thimotée Bachy (MSc Intern, 2022, with Quentin Brabant)
* Alexis Blandin (MSc intern, 2018-2019, with Delphine Battistelli)
* Charlotte Bourgoin (MSc intern, 2018, with Delphine Battistelli)
* Inès Dabbebi (MSc intern, 2015, with Nicolas Béchet)
* Nazanin Dehghani (postdoctoral researcher, 2019-2021, with Jonathan Chevelu)
* Quentin Di-Fant (engineer, 2018-2020, with Damien Lolive)
* Aline Étienne (Msc Intern + PhD candidate, 2018-2023, with Delphine Battistelli)
* Cédric Fayet (postdoctoral researcher, 2019-2020, with Damien Lolive and Arnaud Delhay)
* Benoît Fournier (research intern, 2017)
* Simon Giddings (engineer, 2019-2021, with Damien Lolive)
* Hassan Hajipoor (engineer, 2019-2021, with Damien Lolive)
* Somayeh Jafaritazehjani (PhD candidate, 2018-2023, with Damien Lolive and John D. Kelleher)
* Henri Lasselin (MSc intern, 2017-2018)
* Pascal Lintanf (linguistic expert, 2020-2021, with Damien Lolive)
* Jade Mekki (PhD candidate + research intern, 2018-2022, with Nicolas Béchet and Delphine Battistelli)
* Antoine Perquin (PhD candidate + MSc intern, 2017-2021, with Damien Lolive and Laurent Amsaleg)
* Raheel Qader (PhD candidate, 2014-2017, with Damien Lolive and Pascale Sébillot)
* Md Rashedur Rahman (postdoctoral researcher, 2020-2021, with Nicolas Béchet)
* Aghilas Sini (postdoctoral researcher, 2020-2021, with Damien Lolive)
* Waseem Safi (postdoctoral researcher, 2018-2019, with Damien Lolive and Arnaud Delhay)
* Marie Tahon (postdoc researcher, 2015-2017, with Damien Lolive)
* Gaëlle Vidal (engineer, 2018-2021, with Damien Lolive)
# Teaching (2007-2024)
* **Deep Learning** (M.Eng. & M.Sc.)
* **Speech processing** (M.Sc.)
* **Artificial Intelligence** (M.Eng.)
* **Distributed algorithmics** (M.Eng. & M.Sc.)
* Java, object-oriented programming (B.Sc & M.Eng.)
* Graph theory (M.Eng.)
* Algorithmics (M.Eng.)
* Unix and operating systems (M.Eng.)
* Databases (B.Sc.)
* Data structures (B.Sc.)
* Symbolic data mining (M.Eng.)
* Introduction to algorithmics and functional programming with Scheme (B.Sc.)
Research domains
Artificial Intelligence [cs.AI]
Computation and Language [cs.CL]
Skills
Natural language processing
Language modeling
Question answering
Dialogue
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Repérage et caractérisation automatique des émotions dans des textes : traiter aussi leurs modes d'expression indirects.TALN (Traitement automatique du langage naturel), Jul 2024, Toulouse, France
Conference papers
hal-04774672v1
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Emotion Identification for French in Written Texts: Considering Modes of Emotion Expression as a Step Towards Text Complexity Analysis14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis. ACL (Association for Computational Linguistics), ACL (Association for Computational Linguistics), Aug 2024, Bangkok, Thailand
Conference papers
hal-04718946v1
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Une chaîne de traitements pour prédire et appréhender la complexité des textes pour enfants d'un point de vue linguistique et psycho-linguistique.Traitement Automatique des Langues Naturelles (TALN 2022), Jun 2022, Avignon, France. pp.236-246
Conference papers
hal-03701501v1
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TREMoLo-Tweets: a Multi-Label Corpus of French Tweets for Language Register CharacterizationRANLP 2021 - Recent Advances in Natural Language Processing, Sep 2021, Varna, Bulgaria
Conference papers
hal-03331738v1
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TREMoLo : un corpus multi-étiquettes de tweets en français pour la caractérisation des registres de langueTraitement Automatique des Langues Naturelles, 2021, Lille, France. pp.237-245
Conference papers
hal-03265873v1
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Caractérisation de registres de langue par extraction de motifs séquentiels émergentsJADT 2020 : 15èmes Journées Internationales d'Analyse statistique des Données Textuelles, Jun 2020, Toulouse, France
Conference papers
hal-03078450v1
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Age Recommendation for TextsLanguage Resources and Evaluation Conference (LREC), May 2020, Marseille, France
Conference papers
hal-02868118v1
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Mama/Papa, Is this Text for Me ?International Conference on Computational Linguistics, Dec 2020, Virtuel, Spain. pp.6296-6301, ⟨10.18653/v1/2020.coling-main.554⟩
Conference papers
hal-03112352v1
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Style versus Content: A distinction without a (learnable) difference?International Conference on Computational Linguistics, Dec 2020, Virtual, Spain
Conference papers
hal-03112354v1
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Recommandation d'âge pour des textes6e 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 2 : Traitement Automatique des Langues Naturelles, 2020, Nancy, France. pp.164-171
Conference papers
hal-02784764v3
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L’expression des émotions dans les textes pour enfants : constitution d’un corpus annoté6e 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 2 : Traitement Automatique des Langues Naturelles, Jun 2020, Nancy, France. pp.205-212
Conference papers
hal-02784769v3
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FlexEval, création de sites web légers pour des campagnes de tests perceptifs multimédias6e 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 4 : Démonstrations et résumés d'articles internationaux, 2020, Nancy, France. pp.22-25
Conference papers
hal-02768500v4
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Évaluation objective de plongements pour la synthèse de parole guidée par réseaux de neuronesTraitement automatique du langage naturel, Jul 2019, Toulouse, France
Conference papers
hal-02419483v1
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Towards the Automatic Processing of Language Registers: Semi-supervisedly Built Corpus and Classifier for FrenchInternational Conference on Computational Linguistics and Intelligent Text Processing (CICLing), Apr 2019, La Rochelle, France. pp.480-492, ⟨10.1007/978-3-031-24337-0_34⟩
Conference papers
hal-02064694v1
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Identification de descripteurs pour la caractérisation de registresRencontre des jeunes chercheurs en traitement automatique du langage naturel et recherche d'information (CORIA-TALN-RJC), May 2018, Rennes, France
Conference papers
hal-02002612v1
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Disfluency Insertion for Spontaneous TTS: Formalization and Proof of ConceptSLSP 2018 - 6th International Conference on Statistical Language and Speech Processing, Oct 2018, Mons, Belgium. pp.1-12, ⟨10.1007/978-3-030-00810-9_4⟩
Conference papers
hal-01840798v1
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The IRISA Text-To-Speech System for the Blizzard Challenge 2018Blizzard Challenge Workshop, Sep 2018, Hyderabad, India
Conference papers
hal-01998037v1
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Phone-Level Embeddings for Unit Selection Speech SynthesisSLSP 2018 - 6th International Conference on Statistical Language and Speech Processing, Oct 2018, Mons, Belgium. pp.21-31, ⟨10.1007/978-3-030-00810-9_3⟩
Conference papers
hal-01840812v1
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Construction conjointe d'un corpus et d'un classifieur pour les registres de langue en françaisTraitement automatique du langage naturel (TALN), May 2018, Rennes, France. pp.143-156
Conference papers
hal-02002601v1
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Ajout automatique de disfluences pour la synthèse de la parole spontanée : formalisation et preuve de conceptTraitement automatique du langage naturel (TALN), Jun 2017, Orléans, France
Conference papers
hal-01532031v2
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Statistical Pronunciation Adaptation for Spontaneous Speech SynthesisText, Speech and Dialogue (TSD), Aug 2017, Prague, Czech Republic
Conference papers
hal-01532035v1
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Perception of expressivity in TTS: linguistics, phonetics or prosody?Statistical Language and Speech Processing, Oct 2017, Le Mans, France. pp.262-274, ⟨10.1007/978-3-319-68456-7_22⟩
Conference papers
hal-01623916v3
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The IRISA Text-To-Speech System for the Blizzard Challenge 2017Blizzard Challenge, Aug 2017, Stockholm, Sweden
Conference papers
hal-01662361v1
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Phonétisation statistique adaptable d'énoncés pour le françaisJournées d'Études sur la Parole, Jul 2016, Paris, France
Conference papers
hal-01321358v1
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Improving TTS with corpus-specific pronunciation adaptationInterspeech, Sep 2016, San Francisco, United States
Conference papers
hal-01338111v1
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Adaptation de la prononciation pour la synthèse de la parole spontanée en utilisant des informations linguistiquesJournées d'Études sur la Parole, Jul 2016, Paris, France
Conference papers
hal-01321361v1
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Optimal feature set and minimal training size for pronunciation adaptation in TTSInternational Conference on Statistical Language and Speech Processing (SLSP), Oct 2016, Pilsen, Czech Republic
Conference papers
hal-01338853v1
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The IRISA Text-To-Speech System for the Blizzard Challenge 2016Blizzard Challenge 2016 workshop, Sep 2016, Cupertino, United States
Conference papers
hal-01375897v1
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The IRISA Text-To-Speech System for the Blizzard Challenge 2015Blizzard Challenge 2015 Workshop, Sep 2015, Berlin, Germany. 4 p., 2 columns
Conference papers
hal-01196168v1
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Adaptive Statistical Utterance Phonetization for FrenchProc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. 5 p., 2 columns
Conference papers
hal-01109757v1
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Probabilistic Speaker Pronunciation Adaptation for Spontaneous Speech Synthesis Using Linguistic FeaturesInternational Conference on Statistical Language and Speech Processing (SLSP), Nov 2015, Budapest, Hungary. pp.229-241
Conference papers
hal-01181192v1
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ROOTS : un outil pour manipuler facilement, efficacement et avec cohérence des corpus annotés de séquencesJournées d'Etude sur la Parole (JEP), Jun 2014, Le Mans, France
Conference papers
hal-00975897v1
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ROOTS: a toolkit for easy, fast and consistent processing of large sequential annotated data collectionsLanguage Resources and Evaluation Conference (LREC), May 2014, Reykjavik, Iceland
Conference papers
hal-00974628v1
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Conversion of Recurrent Neural Network Language Models to Weighted Finite State Transducers for Automatic Speech RecognitionInterspeech, Sep 2012, Portland, United States. pp.131-134
Conference papers
hal-00976410v1
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MediaParl: Bilingual mixed language accented speech databaseSLT - IEEE Spoken Language Technology Workshop, Dec 2012, Miami, United States. pp.263-268
Conference papers
hal-00976401v1
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Impact du degré de supervision sur l'adaptation à un domaine d'un modèle de langage à partir du WebJEP-TALN-RECITAL - Conférence conjointe, Jun 2012, Grenoble, France. pp.193-200
Conference papers
hal-00976405v1
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Supervised and unsupervised Web-based language model domain adaptationInterspeech, Sep 2012, Portand, United States. pp.131-134
Conference papers
hal-00976407v1
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Automatically Finding Semantically Consistent N-grams to Add New Words in LVCSR SystemsIEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, May 2011, Prague, Czech Republic. 4 p., 2 columns
Conference papers
hal-00645223v1
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L'adaptation thématique d'un modèle de langue fait-elle apparaître des mots thématiques?Journées d'Étude sur la Parole, May 2010, Mons, Belgium
Conference papers
inria-00555850v1
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Constraint selection for topic-based MDI adaptation of language models10th Annual Conference of the International Speech Communication Association, Interspeech'09, Sep 2009, Brighton, United Kingdom. pp.368--371
Conference papers
hal-00760610v1
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Toward the Integration of Natural Language Processing and Automatic Speech Recognition: Using Morpho-Syntax and Pragmatics for TranscriptionPetros Maragos, Alexandros Potamianos, Patrick Gros. Multimodal Processing and Interaction: Audio, Video, Text, Springer US, pp.201-218, 2008, 978-0-387-76316-3. ⟨10.1007/978-0-387-76316-3_9⟩
Book sections
hal-02021921v1
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Traitement automatique du style dans le langage naturel : quelques contributions et perspectivesInformatique et langage [cs.CL]. Université de Rennes 1, 2020
Habilitation à diriger des recherches
tel-03756346v1
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TREMoLo-Tweets corpus : guide d'annotation pour un corpus annoté en registres de langue pour le français2021
Preprints, Working Papers, ...
hal-03218217v5
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L'émotion à un niveau textuel : la fonction structurante des émotions observée à partir d'annotationsDiscours - Revue de linguistique, psycholinguistique et informatique, 2022, 30, ⟨10.4000/discours.12114⟩
Journal articles
hal-03607564v2
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Can we Generate Emotional Pronunciations for Expressive Speech Synthesis?IEEE Transactions on Affective Computing, 2020, 11 (4), pp.684-695. ⟨10.1109/TAFFC.2018.2828429⟩
Journal articles
hal-01802463v1
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Exploiting Speech for Automatic TV Delinearization: From Streams to Cross-Media Semantic NavigationEURASIP Journal on Image and Video Processing, 2011, 2011, 689780, 17 p. 2 columns. ⟨10.1155/2011/689780⟩
Journal articles
hal-00645216v1
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Apports de la linguistique et du TAL à l'analyse des émotions dans les textes pour enfantsColloque Langage et éMOTions 3ème Edition, Nov 2020, Bordeaux, France
Conference poster
hal-03028735v1
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Synthèse vocale de l'Arménien
2019
Videos
hal-02868506v1
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Adaptation thématique non supervisée d'un système de reconnaissance automatique de la paroleInterface homme-machine [cs.HC]. INSA de Rennes, 2010. Français. ⟨NNT : ⟩
Theses
tel-00566824v1
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