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Benjamin Lecouteux

149
Documents

Presentation

### En bref : - Professeur des universités, CNU 27, Université Grenoble Alpes - Membre de l'équipe [GETALP](https://www.liglab.fr/fr/la-recherche/axes-et-equipes-de-recherche/getalp), au Laboratoire Informatique de Grenoble (LIG, UMR 5217) depuis 2011 - Chargé de mission communication pour le LIG - Co-responsable de l'axe 5 (Linguistique informatique pour les langues peu dotées) du GDR LIFT (Linguistique Informatique, Formelle et de Terrain) - Co-responsable du GDR local interaaction (https://www.interaaction.com/) - Thèmes de Recherche : 1. Communication Alternative et Augmentée 2. Réseaux de neurones profonds appliqués au TALN (SRAP, TA) 3. Analyse syntaxique et simplification de la parole 4. Traduction automatique (TA) / TA de la parole, mesures de confiance, désambiguïsation lexicale 5. Performances artistiques vocales assistées par la machine ### Encadrements de thèses de doctorat : - 2022-... : Lucia Ormaechea (co-tutelle avec la Suisse : co-encadrant avec Pierrette Bouillon) : Simplification de la parole pour la traduction vers des pictogrammes - 2021-... : Cécile Macaire (directeur avec E. Esperança-Rodier et D. Schwab) : traduction de la parole vers des pictogrammes - 2021-... : Adrien Pupier (directeur avec M. Coavoux et J. Goullian) : analyse syntaxique de la parole - 2021-... : Solène Evain (co-encadrant avec Solange Rossato et François Portet) : Reconnaissance automatique de la parole en conditions spontanées - 2021-... : Hang Le (co-encadrant avec Didier Schwab) : Systèmes de TA massivement multilingues - 2016-2020 : Loïc Vial (Directeur de thèse avec D. Schwab) : [Modèles joints pour la désambiguisation lexicale et la TA](/tel-03033118) - 2015-2019 : Zied Elloumi (co-encadrant avec L. Besacier) : [Prédiction de performances des systèmes de Reconnaissance Automatique de la Parole](https://tel.archives-ouvertes.fr/tel-02173343) - 2014-2018 : Ngoc Tien Le (co-encadrant avec L. Besacier) : [Advanced quality measures for speech translation](/tel-01891892v1) - 2011-2014 : Ngoc Quang Luong (co-encadrant avec L. Besacier) : [Word Confidence Estimation and Its Applications in SMT](https://tel.archives-ouvertes.fr/tel-01146124) ### Thématiques d'encadrements de Masters - 2022 : - Traduction du langage naturel vers des pictogrammes - Développement d'outils de TAL pour le Créole (Jamaïquen, Guadeloupéen, ...) - Optimisation de la navigation dans des applications de CAA ### Projets récents : - 2021-2025 POPCORN (1M) (Coordinateur avec D. Schwab) : projet industriel avec Emvista et Airbus (peuplement automatique de bases de données) - 2021-2025 PROPICTO (800K) (Porteur/Coordinateur France/LIG/UGA) : projet ANR international (bi-latéral avec la Suisse), portant sur la traduction automatique de la langue française vers des pictogrammes pour des personnes en situation de handicap ou dans le cadre médical. - 2021-2024 ESPERANTO (1M) (Coordinateur LIG/UGA) : projet Européen Marie Curie RISE H2020 : exchanges for speech research and technologies. - 2021-2024 CREAM (130K) - (Responsable scientifique LIG/UGA) : projet ANR portant sur la documentation de langues CREoles Assistée par la Machine. - 2019-2021 ONTRAC (600K) (Responsable scientifique LIG/UGA) : projet ANR portant sur les outils neuronaux end-to-end pour la traduction des communications. - 2020 FLAUBERT (Participant) : des chercheurs du [LIG](https://www.liglab.fr/), du [LAMSADE](https://www.lamsade.dauphine.fr/) et du [LLF](http://www.llf.cnrs.fr/) proposent une version française de BERT, le dernier modèle de langue de Google. Ce projet a été rendu possible par l'utilisation du supercalculateur Jean Zay, implanté à l'IDRIS (CNRS). - 2019 AugCom (25K), Institut Cognition, tremplin Carnot (participant LIG) : Augmenter la communication des personnes en situation de handicap : vers un logiciel libre à l'intersection de la recherche pluridisciplinaire sur les interactions. - 2019 Projet pôle cognition (4K) (porteur, avec D. Schwab et N. Henrich) : reconnaissance automatique de parole beatboxée - 2018-2021 [PERFORMANCE LAB](https://www.communaute-univ-grenoble-alpes.fr/fr/presentation/le-projet-idex/appels-a-projets-idex/projets-cdp-session-2017/performance-lab-740313.htm) (700K) (partenaire LIG) : projet IDEX "Cross Disciplinary Program" (CDP) sur les interactions entre les communautés scientifiques des domaines des arts de la scène. - 2017-2021 [VOCADOM](https://vocadom.imag.fr/) (600K) (responsable lot parole) : projet ANR sur l'habitat intelligent

Publications

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Human Beatbox Sound Recognition using an Automatic Speech Recognition Toolkit

Solène Evain , Benjamin Lecouteux , Didier Schwab , Adrien Contesse , Antoine Pinchaud et al.
Biomedical Signal Processing and Control, 2021, 67, pp.102468. ⟨10.1016/j.bspc.2021.102468⟩
Journal articles hal-02896690v2
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Approche supervisée à base de cellules LSTM bidirectionnelles pour la désambiguïsation lexicale

Loïc Vial , Benjamin Lecouteux , Didier Schwab
Revue TAL, 2019
Journal articles hal-02010901v1
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Making emergency calls more accessible to older adults through a hands-free speech interface in the house

Michel Vacher , Frédéric Aman , Solange Rossato , François Portet , B Lecouteux et al.
ACM Transactions on Accessible Computing , 2019, 12 (2), pp.8:1-8:25. ⟨10.1145/3310132⟩
Journal articles hal-02009828v1
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Automatic quality estimation for speech translation using joint ASR and MT features

Ngoc-Tien Le , Benjamin Lecouteux , Laurent Besacier
Machine Translation, 2018
Journal articles hal-01807054v1
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Prédiction de performance des systèmes de reconnaissance automatique de la parole à l'aide de réseaux de neurones convolutifs

Zied Elloumi , Benjamin Lecouteux , Olivier Galibert , Laurent Besacier
Revue TAL, 2018
Journal articles hal-01976284v1
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Distant Speech Processing for Smart Home Comparison of ASR approaches in distributed microphone network for voice command

Benjamin Lecouteux , Michel Vacher , François Portet
International Journal of Speech Technology, 2018, 21, pp.601-618. ⟨10.1007/s10772-018-9520-y⟩
Journal articles hal-01794225v1
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Find The Errors, Get The Better: Enhancing Machine Translation via Word Confidence Estimation

Ngoc-Quang Luong , Laurent Besacier , Benjamin Lecouteux
Natural Language Engineering, 2017, 1, pp.1 - 24
Journal articles hal-01436779v1
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Evaluation of a context-aware voice interface for Ambient Assisted Living: qualitative user study vs. quantitative system evaluation

Michel Vacher , Sybille Caffiau , François Portet , Brigitte Meillon , Camille Roux et al.
ACM Transactions on Accessible Computing , 2015, Special Issue on Speech and Language Processing for AT (Part 3), 7 (issue 2), pp.5:1-5:36. ⟨10.1145/2738047⟩
Journal articles hal-01138090v3
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Towards Accurate Predictors of Word Quality for Machine Translation: Lessons Learned on French - English and English - Spanish Systems

Ngoc-Quang Luong , Laurent Besacier , Benjamin Lecouteux
Data and Knowledge Engineering, 2015, pp.11. ⟨10.1016/j.datak.2015.04.003⟩
Journal articles hal-01147902v1
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Some Propositions to Improve the Prediction Capability of Word Confidence Estimation for Machine Translation

Ngoc-Quang Luong , Laurent Besacier , Benjamin Lecouteux
Journal of Computer Science and Communication Engineering, 2014
Journal articles hal-01002931v1
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Dynamic Combination of Automatic Speech Recognition Systems by Driven Decoding

Benjamin Lecouteux , Georges Linares , Yannick Estève , Guillaume Gravier
IEEE Transactions on Audio, Speech and Language Processing, 2013
Journal articles hal-00758626v1
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Integrating imperfect transcripts into speech recognition systems for building high-quality corpora

Benjamin Lecouteux , Georges Linares , Stanislas Oger
Computer Speech and Language, 2012, 26 (2), pp.67 - 89
Journal articles hal-00953675v1
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Query-Driven Strategy for On-the-Fly Term Spotting in Spontaneous Speech

Mickael Rouvier , Georges Linarès , Benjamin Lecouteux
EURASIP Journal on Audio, Speech, and Music Processing, 2010, ⟨10.1155/2010/326578⟩
Journal articles hal-01320220v1
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Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en français

Solène Evain , Ha Nguyen , Hang Le , Marcely Zanon Boito , Salima Mdhaffar et al.
JEP 2022, Jun 2022, île de Noirmoutier, France
Conference papers hal-03707064v1
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A Tool for Easily Integrating Grammars as Language Models into the Kaldi Speech Recognition Toolkit

Lucía Ormaechea , Benjamin Lecouteux , Pierrette Bouillon , Didier Schwab
European Summer School in Logic, Language and Information (ESSLI), Aug 2022, Galway, Ireland
Conference papers hal-03722458v1
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Typologie de la parole spontanée à des fins d'analyse linguistique et de développement de systèmes de reconnaissance automatique de la parole

Solène Evain , Solange Rossato , François Portet , Benjamin Lecouteux
XXXIVe Journées d’Études sur la Parole – JEP 2022, Jun 2022, île de Noirmoutier, France. ⟨10.21437/JEP.2022-23⟩
Conference papers hal-03713384v1
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End-to-End Dependency Parsing of Spoken French

Adrien Pupier , Maximin Coavoux , Benjamin Lecouteux , Jérôme Goulian
Interspeech, The Acoustical Society of Korea, Sep 2022, Incheon, South Korea. ⟨10.21437/Interspeech.2022-381⟩
Conference papers hal-03713551v1
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Automatic Speech Recognition and Query By Example for Creole Languages Documentation

Cécile Macaire , Didier Schwab , Benjamin Lecouteux , Emmanuel Schang
Findings of the Association for Computational Linguistics: ACL 2022, May 2022, Dublin, Ireland
Conference papers hal-03625303v1
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LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech

Solène Evain , Ha Nguyen , Hang Le , Marcely Zanon Boito , Salima Mdhaffar et al.
INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic
Conference papers hal-03317730v3

Reconnaissance vocale du discours spontané pour le domaine médical

Lucía Ormaechea , Pierrette Bouillon , Johanna Gerlach , Benjamin Lecouteux , Didier Schwab et al.
Technologies du Langage Humain (TLH), Feb 2021, Paris, France
Conference papers hal-03157085v1
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Exploration de systèmes end-to-end pour la reconnaissance automatique de la parole spontanée

Solène Evain , Solange Rossato , Benjamin Lecouteux , François Portet
GDR LIFT 2021 (Linguistique Informatique, Formelle et de Terrain), Dec 2021, Grenoble, France
Conference papers hal-03507681v1
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ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks

Hang Le , Florentin Barbier , Ha Nguyen , Natalia Tomashenko , Salima Mdhaffar et al.
International Conference on Spoken Language Translation (IWSLT), Aug 2021, Bangkok (virtual), Thailand. ⟨10.18653/v1/2021.iwslt-1.20⟩
Conference papers hal-03298854v2
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Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark

Solène Evain , Manh Ha Nguyen , Hang Le , Marcely Zanon Boito , Salima Mdhaffar et al.
Thirty-fifth Conference on Neural Information Processing Systems ( NeurIPS 2021), Dec 2021, on-line, United States
Conference papers hal-03407172v1
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Evaluation of the acceptability and usability of augmentative and alternative communication (AAC) tools: the example of pictogram grid communication systems with voice output

Lucie Chasseur , Marion Dohen , Benjamin Lecouteux , Sébastien Riou , Amélie Rochet-Capellan et al.
ACM SIGACCESS 2020 - Conference on Computers and Accessibility, Oct 2020, Athènes, Greece. pp.Article 68, ⟨10.1145/3373625.3418018⟩
Conference papers hal-02896668v2
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FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français

Hang Le , Loïc Vial , Jibril Frej , Vincent Segonne , Maximin Coavoux et al.
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 2 : Traitement Automatique des Langues Naturelles, Jun 2020, Nancy, France. pp.268-278
Conference papers hal-02784776v3
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FlauBERT: Unsupervised Language Model Pre-training for French

Hang Le , Loïc Vial , Jibril Frej , Vincent Segonne , Maximin Coavoux et al.
LREC, 2020, Marseille, France
Conference papers hal-02890258v1
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ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020

Maha Elbayad , Ha Nguyen , Fethi Bougares , Natalia Tomashenko , Antoine Caubrière et al.
Proceedings of the 17th International Conference on Spoken Language Translation, Jul 2020, Seattle, WA, United States. pp.35-43, ⟨10.18653/v1/2020.iwslt-1.2⟩
Conference papers hal-02895893v1
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Towards Automatic Captioning of University Lectures for French Students who are Deaf

Solène Evain , Benjamin Lecouteux , François Portet , Isabelle Estève , Marion Fabre et al.
ACM SIGACCESS Conference on Computers and Accessibility, 2020, Athènes, Greece. ⟨10.1145/1122445.1122456⟩
Conference papers hal-02896681v1
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Providing semantic knowledge to a set of pictograms for people with disabilities: a set of links between WordNet and Arasaac: Arasaac-WN

D Schwab , P Trial , C Vaschalde , L. Vial , Emmanuelle Esperança-Rodier et al.
LREC, 2020, Marseille, France
Conference papers hal-02888279v1
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Reconnaissance de parole beatboxée à l'aide d'un système HMM-GMM inspiré de la reconnaissance automatique de la parole

Solène Evain , Adrien Contesse , Antoine Pinchaud , Didier Schwab , Benjamin Lecouteux et al.
JEP-TALN-RECITAL 2020 - 6e conférence conjointe 33e Journées d'Études sur la Parole, 27e Traitement Automatique des Langues Naturelles, 22e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Jun 2020, Nancy, France. pp.208-216
Conference papers hal-02798538v3
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Apporter des connaissances sémantiques à un jeu de pictogrammes destiné à des personnes en situation de handicap : Un ensemble de liens entre Princeton WordNet et Arasaac, Arasaac-WN

Didier Schwab , Pauline Trial , Vaschalde Céline , Loïc Vial , Benjamin Lecouteux et al.
26e Conférence sur le Traitement Automatique des Langues Naturelles, 2019, Toulouse, France. pp.619-622
Conference papers hal-02568308v1
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Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation

Loïc Vial , Benjamin Lecouteux , Didier Schwab
Global Wordnet Conference, 2019, Wroclaw, Poland
Conference papers hal-02131872v1
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Context-Aware Voice-based Interaction in Smart Home -VocADom@A4H Corpus Collection and Empirical Assessment of its Usefulness

François Portet , Sybille Caffiau , Fabien Ringeval , Michel Vacher , Nicolas Bonnefond et al.
PICom 2019 - 17th IEEE International Conference on Pervasive Intelligence and Computing, Aug 2019, Fukuoka, Japan. pp.811--818, ⟨10.1109/DASC/PiCom/CBDCom/CyberSciTech.2019.00149⟩
Conference papers hal-02165532v1
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The LIG system for the English-Czech Text Translation Task of IWSLT 2019

Loïc Vial , Benjamin Lecouteux , Didier Schwab , Hang Le , Laurent Besacier et al.
IWSLT (16th International Workshop on Spoken Language Translation), 2019, Hong-Kong, China
Conference papers hal-02443412v1
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Apporter des connaissances sémantiques à un jeu de pictogrammes destiné à des personnes en situation de handicap : Un ensemble de liens entre Wordnet et Arasaac, Arasaac-WN

Didier Schwab , Pauline Trial , Céline Vaschalde , Loïc Vial , Benjamin Lecouteux et al.
TALN 2019, 2019, Toulouse, France
Conference papers hal-02127258v1

Beatbox sounds recognition using a speech-dedicated HMM-GMM based system

Solène Evain , Adrien Contesse , Antoine Pinchaud , Didier Schwab , B Lecouteux et al.
MAVEBA 2019 - 11th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, Dec 2019, Florence, Italy
Conference papers hal-02429730v1
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Compression de vocabulaire de sens grâce aux relations sémantiques pour la désambiguïsation lexicale

Loïc Vial , Benjamin Lecouteux , Didier Schwab
TALN 2019 (Conférence sur le Traitement Automatique des Langues Naturelles), Jul 2019, Toulouse, France
Conference papers hal-02127237v2
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Automatic pictogram generation from speech to help the implementation of a mediated communication

Céline Vaschalde , Pauline Trial , Emmanuelle Esperança-Rodier , Didier Schwab , Benjamin Lecouteux et al.
Conference on Barrier-free Communication, Nov 2018, Geneva, Switzerland
Conference papers hal-01880744v1
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ASR performance prediction on unseen broadcast programs using convolutional neurol networks

Zied Elloumi , Laurent Besacier , Olivier Galibert , Juliette Kahn , Benjamin Lecouteux et al.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Alberta, Canada
Conference papers hal-01709779v1
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Analyzing Learned Representations of a Deep ASR Performance Prediction Model

Zied Elloumi , Laurent Besacier , Olivier Galibert , Benjamin Lecouteux
Blackbox NLP Workshop and EMLP 2018, Nov 2018, Bruxelles, Belgium
Conference papers hal-01863293v1
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Génération de pictogrammes à partir de la parole spontanée pour la mise en place d’une communication médiée

Céline Vaschalde , Benjamin Lecouteux , Didier Schwab
50 ans de linguistique sur corpus oraux : Apports à l'étude de la variation, Nov 2018, Orléans, France
Conference papers hal-01876781v1
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Approche supervisée à base de cellules LSTM bidirectionnelles pour la désambiguïsation lexicale

Loïc Vial , Benjamin Lecouteux , Didier Schwab
25e conférence sur le Traitement Automatique des Langues Naturelles, May 2018, Rennes, France
Conference papers hal-01781183v1
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La désambiguïsation lexicale d'une langue moins bien dotée, l'exemple de l'arabe

Marwa Hadj Salah , Loïc Vial , Hervé Blanchon , Mounir Zrigui , Benjamin Lecouteux et al.
25e conférence sur le Traitement Automatique des Langues Naturelles, May 2018, Rennes, France
Conference papers hal-01781185v1
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UFSAC: Unification of Sense Annotated Corpora and Tools

Loïc Vial , Benjamin Lecouteux , Didier Schwab
Language Resources and Evaluation Conference (LREC), May 2018, Miyazaki, Japan
Conference papers hal-01718237v1
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Disentangling ASR and MT Errors in Speech Translation

Ngoc-Tien Le , Benjamin Lecouteux , Laurent Besacier
MT Summit 2017, Sep 2017, Nagoya, Japan
Conference papers hal-01580877v1
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Traitement des Mots Hors Vocabulaire pour la Traduction Automatique de Document OCRisés en Arabe

Kamel Bouzidi , Zied Elloumi , Laurent Besacier , Benjamin Lecouteux , Mohamed Faouzi Benzeghiba et al.
TALN 2017, Jun 2017, Orléans, France
Conference papers hal-01623072v1
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Représentation vectorielle de sens pour la désambiguïsation lexicale à base de connaissances

Loïc Vial , Benjamin Lecouteux , Didier Schwab
24ème Conférence sur le Traitement Automatique des Langues Naturelles, Jun 2017, Orléans, France
Conference papers hal-01599572v1

Transcription automatique et mesure de confiance : vers une aide à l’annotation de corpus oraux

Solange Rossato , Benjamin Lecouteux , Aurélie Nardy , Maryse Bianco
8èmes Rencontres du Pôle Grenoble Cognition, Jun 2017, Grenoble, France
Conference papers hal-01941163v1
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Sense Embeddings in Knowledge-Based Word Sense Disambiguation

Loïc Vial , Benjamin Lecouteux , Didier Schwab
12th International Conference on Computational Semantics, Sep 2017, Montpellier, France
Conference papers hal-01599685v1
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Uniformisation de corpus anglais annotés en sens

Loïc Vial , Benjamin Lecouteux , Didier Schwab
24ème Conférence sur le Traitement Automatique des Langues Naturelles, Jun 2017, Orléans, France
Conference papers hal-01599578v1
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Better Evaluation of ASR in Speech Translation Context Using Word Embeddings

Ngoc-Tien Le , Christophe Servan , Benjamin Lecouteux , Laurent Besacier
Interspeech 2016, Sep 2016, San-Francisco, United States
Conference papers hal-01350102v1
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CirdoX: an On/Off-line Multisource Speech and Sound Analysis Software

F Aman , Michel Vacher , François Portet , W Duclot , Benjamin Lecouteux et al.
Language Resources and Evaluation Conference, ELRA, May 2016, Portoroz, Slovenia. pp.1978-1985
Conference papers hal-01323596v1
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The CIRDO Corpus: Comprehensive Audio/Video Database of Domestic Falls of Elderly People

Michel Vacher , Saida Bouakaz , Marc-Eric Bobillier-Chaumon , F Aman , Rizwan Ahmed Khan et al.
10th International Conference on Language Resources and Evaluation (LREC 2016), ELRA, May 2016, Portoroz, Slovenia. pp.1389-1396
Conference papers hal-01323603v1
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Joint ASR and MT Features for Quality Estimation in Spoken Language Translation

Ngoc-Tien Le , Benjamin Lecouteux , Laurent Besacier
International Workshop on Spoken Language Translation, Dec 2016, Seattle, United States
Conference papers hal-01408087v1
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Acquisition et reconnaissance automatique d'expressions et d'appels vocaux dans un habitat

Michel Vacher , Benjamin Lecouteux , Frédéric Aman , François Portet , Solange Rossato et al.
JEP-TALN-RECITAL 2016, Jul 2016, Paris, France. pp.28-36
Conference papers hal-01329188v1
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Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home

Michel Vacher , Benjamin Lecouteux , Frédéric Aman , Solange Rossato , François Portet et al.
6th Workshop on Speech and Language Processing for Assistive Technologies, SIG-SLPAT, Sep 2015, Dresden, Germany. pp.1-7
Conference papers hal-01179930v1
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An Open Source Toolkit for Word-level Confidence Estimation in Machine Translation

Christophe Servan , Ngoc-Tien Le , Ngoc Quang Luong , Benjamin Lecouteux , Laurent Besacier et al.
The 12th International Workshop on Spoken Language Translation (IWSLT'15), Dec 2015, Da Nang, Vietnam
Conference papers hal-01244477v1
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Using Resources from a Closely-related Language to Develop ASR for a Very Under-resourced Language: A Case Study for Iban

Sarah Samson Juan , Laurent Besacier , Benjamin Lecouteux , Mohamed Dyab
Interspeech 2015, Sep 2015, Dresden, Germany
Conference papers hal-01170493v1
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Merging of Native and Non-native Speech for Low-resource Accented ASR

Sarah Samson Juan , Laurent Besacier , Benjamin Lecouteux , Tien-Ping Tan
3rd International Conference on Statistical Language and Speech Processing, SLSP 2015, Nov 2015, Budapest, Hungary. ⟨10.1007/978-3-319-25789-1_24⟩
Conference papers hal-01289140v1
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ANT COLONY ALGORITHM APPLIED TO AUTOMATIC SPEECH RECOGNITION GRAPH DECODING

Benjamin Lecouteux , Didier Schwab
Interspeech 2015, Sep 2015, Dresden, Germany
Conference papers hal-01170535v1
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Spoken language translation graphs re-decoding using automatic quality assessment

Laurent Besacier , Benjamin Lecouteux , Ngoc-Quang Luong , Ngoc-Tien Le
IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Dec 2015, Scotsdale, AZ, United States. ⟨10.1109/ASRU.2015.7404804⟩
Conference papers hal-01289158v1
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Utilisation de mesures de confiance pour améliorer le décodage en traduction de parole

Laurent Besacier , Benjamin Lecouteux , Ngoc Luong Quang
Traitement Automatique du Langage Naturel (TALN), Jun 2015, Caen, France
Conference papers hal-01150044v1
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Speech and Speaker Recognition for Home Automation: Preliminary Results

Michel Vacher , Benjamin Lecouteux , Javier Serrano-Romero , Moez Ajili , François Portet et al.
8th International Conference Speech Technology and Human-Computer Dialogue "SpeD 2015", Oct 2015, Bucarest, Romania. pp.181-190
Conference papers hal-01207692v2
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Multichannel Automatic Recognition of Voice Command in a Multi-Room Smart Home : an Experiment involving Seniors and Users with Visual Impairment

Michel Vacher , Benjamin Lecouteux , François Portet
Interspeech 2014, Sep 2014, Singapour, Singapore. pp.1008-1012
Conference papers hal-01003492v1
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Using closely-related language to build an ASR for a very under-resourced language: Iban

Sarah Samson Juan , Laurent Besacier , Benjamin Lecouteux , Tan Tien Ping
Oriental COCOSDA 2014, Sep 2014, Phuket, Thailand. 5 p
Conference papers hal-01055576v1
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The Sweet-Home speech and multimodal corpus for home automation interaction

Michel Vacher , Benjamin Lecouteux , Pedro Chahuara , François Portet , Brigitte Meillon et al.
The 9th edition of the Language Resources and Evaluation Conference (LREC), May 2014, Reykjavik, Iceland. pp.4499-4506
Conference papers hal-00953006v1
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Acoustic Model Merging Using Acoustic Models from Multilingual Speakers for Automatic Speech Recognition

Tien Ping Tan , Laurent Besacier , Benjamin Lecouteux
International Conference on Asian Language Processing (IALP), Oct 2014, Kuching, Sarawak, Malaysia
Conference papers hal-01020180v1
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LIG System for Word Level QE task at WMT14

Ngoc-Quang Luong , Laurent Besacier , Benjamin Lecouteux
Workshop on Machine Translation (WMT), Jun 2014, Baltimore, United States
Conference papers hal-01002924v1
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Reconnaissance automatique de la parole dans les habitats intelligents : application à l'assistance à domicile

Michel Vacher , François Portet , Frédéric Aman , Benjamin Lecouteux , Solange Rossato et al.
4e Journées Annuelles de la Société Française des Technologies pour l'Autonomie et de Gérontechnologie, Nov 2014, Paris, France. pp.38-41
Conference papers hal-01087539v1
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Word Confidence Estimation for SMT N-best List Re-ranking

Ngoc-Quang Luong , Laurent Besacier , Benjamin Lecouteux
Proceedings of the Workshop on Humans and Computer-assisted Translation (HaCaT) during EACL, 2014, Gothenburg, Sweden
Conference papers hal-00953719v1
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An Efficient Two-Pass Decoder for SMT Using Word Confidence Estimation

Ngoc Quang Luong , Laurent Besacier , Benjamin Lecouteux
European Association for Machine Translation (EAMT), Jun 2014, Dubrovnik, Croatia
Conference papers hal-01002922v1
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Décodage de graphe à l'aide de colonies de fourmis

Benjamin Lecouteux , Didier Schwab
30èmes Journées d'étude de la parole, Jun 2014, Le mans, France. pp.6
Conference papers hal-01003001v1
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Word confidence estimation for speech translation

Laurent Besacier , Benjamin Lecouteux , Ngoc-Quang Luong , K Hour , Marwa Hadj Salah et al.
International Workshop on Spoken Language Translation, Dec 2014, Lake Tahoe, United States
Conference papers hal-01110393v1
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LIG System for WMT13 QE Task: Investigating the Usefulness of Features in Word Confidence Estimation for MT

Ngoc-Quang Luong , Benjamin Lecouteux , Laurent Besacier
8th Workshop on Statistical Machine Translation, 2013, Sofia, Bulgaria. pp.386-391
Conference papers hal-00953773v1
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Vers un décodage guidé pour la traduction automatique

Benjamin Lecouteux , Laurent Besacier
TALN 2013,, 2013, Les Sables d Olonne, France
Conference papers hal-00953749v1
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Experimental Evaluation of Speech Recognition Technologies for Voice-based Home Automation Control in a Smart Home

Michel Vacher , Benjamin Lecouteux , Dan Istrate , Thierry Joubert , François Portet et al.
4th Workshop on Speech and Language Processing for Assistive Technologies, Aug 2013, Grenoble, France. pp.99-105
Conference papers hal-00953244v1
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Word Confidence Estimation and its Integration in Sentence Quality Estimation for Machine Translation

Ngoc-Quang Luong , Laurent Besacier , Benjamin Lecouteux
Proceedings of the fifth international conference on knowledge and systems engineering (KSE), 2013, Hanoi, Vietnam. pp.x-x
Conference papers hal-00953774v1
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The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance

Michel Vacher , Pedro Chahuara , Benjamin Lecouteux , Dan Istrate , François Portet et al.
35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), Jul 2013, Osaka, Japan. pp.7298-7301
Conference papers hal-00962222v1
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Evaluation of a Real-Time Voice Order Recognition System from Multiple Audio Channels in a Home

Michel Vacher , Benjamin Lecouteux , Dan Istrate , Thierry Joubert , François Portet et al.
the 14rd Annual Conference of the International Speech Communication Association, INTERSPEECH, Aug 2013, Lyon, France. pp.2062-2064
Conference papers hal-00953246v1
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Reconnaissance d'ordres domotiques en conditions bruitées pour l'assistance à domicile (Recognition of Voice Commands by Multisource ASR and Noise Cancellation in a Smart Home Environment) [in French]

Benjamin Lecouteux , Michel Vacher , François Portet
JEP-TALN-RECITAL 2012, Atelier ILADI 2012: Interactions Langagières pour personnes Agées Dans les habitats Intelligents, Jun 2012, Grenoble, France. pp.31--39
Conference papers hal-00953515v1
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The LIG English to French Machine Translation System for IWSLT 2012

Laurent Besacier , Benjamin Lecouteux , Marwen Azouzi , Quang Luong Ngoc
9th International Workshop on Spoken Language Translation (IWSLT), Dec 2012, Hong Kong, China. pp.102-108
Conference papers hal-00954211v1
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Reconnaissance automatique de la parole distante dans un habitat intelligent : méthodes multi-sources en conditions réalistes (Distant Speech Recognition in a Smart Home : Comparison of Several Multisource ASRs in Realistic Conditions) [in French]

Benjamin Lecouteux , Michel Vacher , François Portet
Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP, Jun 2012, Grenoble, France. pp.657--664
Conference papers hal-00953509v1
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Sound environment analysis in smart home

Mohamed El Amine Sehili , Benjamin Lecouteux , Michel Vacher , François Portet , Dan Istrate et al.
AmI '12 : International Joint Conference on Ambient Intelligence, Nov 2012, Pisa, Italy. pp.208-223, ⟨10.1007/978-3-642-34898-3_14⟩
Conference papers hal-00840918v1
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Prediction of transcription indexability

Gregory Senay , Benjamin Lecouteux , Georges Linares
Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP, 2012, Grenoble, France. pp.x-x
Conference papers hal-00954215v1
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Recognition of Voice Commands by Multisource ASR and Noise Cancellation in a Smart Home Environment

Michel Vacher , Benjamin Lecouteux , François Portet
EUSIPCO (European Signal Processing Conference), Aug 2012, Bucarest, Romania. pp.1663-1667
Conference papers hal-00953511v1
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The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance

Michel Vacher , Dan Istrate , François Portet , Thierry Joubert , Thierry Chevalier et al.
33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Aug 2011, Boston, United States. pp.5291-5294
Conference papers hal-00641850v1
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Distant Speech Recognition in a Smart Home: Comparison of Several Multisource ASRs in Realistic Conditions

Benjamin Lecouteux , Michel Vacher , François Portet
Interspeech 2011 Florence, Aug 2011, Florence, Italy. pp.2273-2276
Conference papers hal-00642306v1
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A SEGMENT-LEVEL CONFIDENCE MEASURE FOR SPOKEN DOCUMENT RETRIEVAL

Gregory Senay , Georges Linares , Benjamin Lecouteux
ICASSP 2011, 2011, Prague, Czech Republic
Conference papers hal-00959164v1
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The LIGA machine translation system for WMT 2011

Marion Potet , Raphaël Rubino , Benjamin Lecouteux , Stéphane Huet , Hervé Blanchon et al.
EMNLP 2011 SIXTH WORKSHOP ON STATISTICAL MACHINE TRANSLATION , 2011, Edinburgh United Kingdom
Conference papers hal-00959143v1
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Distant Speech Recognition for Home Automation: Preliminary Experimental Results in a Smart Home

Benjamin Lecouteux , Michel Vacher , François Portet
IEEE SPED 2011, May 2011, Brasow, Romania. pp.41-50
Conference papers hal-00953557v1
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LIG English-French Spoken Language Translation System for IWSLT 2011

Benjamin Lecouteux , Laurent Besacier , Hervé Blanchon
International Workshop on Spoken Language Translation IWSLT 2011), 2011, San Francisco, United States
Conference papers hal-00959144v1
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Décodage interactif de la parole

Grégory Senay , Georges Linarès , Benjamin Lecouteux , Stanislas Oger , Thierry Michel et al.
XXVIIIèmes Journées d'Etude sur la Parole (JEP'2010), May 2010, Mons, Belgique
Conference papers hal-01320339v1
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Semantic cache model driven speech recognition

Benjamin Lecouteux , Pascal Nocera , Georges Linarès
IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States. ⟨10.1109/ICASSP.2010.5495642⟩
Conference papers hal-01318097v1
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Décodage guidé par un modèle cache sémantique

Benjamin Lecouteux , Pascal Nocera , Georges Linarès
JEP 2010 XXVIIIèmes Journées d 'Etude Sur la Parole, May 2010, Mons, Belgique
Conference papers hal-01318094v1
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Improving back-off models with bag of words and hollow-grams

Benjamin Lecouteux , Raphaël Rubino , Georges Linarès
INTERSPEECH, Sep 2010, Makuhari, Japan
Conference papers hal-01318103v1
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Transcriber driving strategies for transcription aid system

Grégory Senay , Georges Linarès , Benjamin Lecouteux , Stanislas Oger , Thierry Michel et al.
LREC, May 2010, Valletta, Malta
Conference papers hal-01320334v1
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Détection de mots hors-vocabulaire par combinaison de mesures de confiance de haut et bas niveaux

Benjamin Lecouteux , Georges Linares , Benoit Favre
MajecSTIC 2009 , Nov 2009, Avignon, France
Conference papers hal-01318077v1
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Combined low level and high level features for Out-Of-Vocabulary Word detection

Benjamin Lecouteux , Georges Linarès , Benoit Favre
Interspeech 2009, 2009, Brighton, United Kingdom
Conference papers hal-01194283v1
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On-the-fly term spotting by phonetic filtering and request-driven decoding

Mickael Rouvier , Georges Linares , Benjamin Lecouteux
IEEE Spoken Language Technology Workshop (SLT), Dec 2008, Goa, India. ⟨10.1109/SLT.2008.4777901⟩
Conference papers hal-01320210v1
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Combinaison de systèmes par décodage guidé

Benjamin Lecouteux , Georges Linarès , Yannick Estève , Guillaume Gravier
JEP / TALN / RECITAL 2008, Jun 2008, Avignon, France
Conference papers hal-01318091v1
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Generalized Driven Decoding for Speech Recognition System Combination

Benjamin Lecouteux , Georges Linarès , Yannick Estève , Guillaume Gravier
IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States
Conference papers hal-01318069v1
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Using prompts to produce quality corpus for training automatic speech recognition systems

Benjamin Lecouteux , Georges Linarès
MELECON 2008 - The 14th IEEE Mediterranean Electrotechnical Conference , May 2008, Ajaccio, France. ⟨10.1109/MELCON.2008.4618540⟩
Conference papers hal-01318050v1
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Text island spotting in large speech databases

Benjamin Lecouteux , Georges Linarès , Frédéric Beaugendre , Pascal Nocera
INTERSPEECH, Aug 2007, Anvers, Belgium
Conference papers hal-01318080v1
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System Combination by Driven Decoding

Benjamin Lecouteux , Georges Linarès , Yannick Estève , J. Mauclair
IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 , Apr 2007, Honolulu, United States. ⟨10.1109/ICASSP.2007.366919⟩
Conference papers hal-01318073v1
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Imperfect transcript driven speech recognition

Benjamin Lecouteux , Georges Linarès , Pascal Nocera , Jean-François Bonastre
INTERSPEECH, Sep 2006, Pittsburgh, United States
Conference papers hal-01318085v1
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Reconnaissance de la parole guidée par des transcriptions approchées

Benjamin Lecouteux , Georges Linares , Pascal Nocera , Jean-François Bonastre
Journées d'Etudes sur la Parole (JEP), Jun 2006, Dinard, France
Conference papers hal-01318088v1
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End-to-End Dependency Parsing of Spoken French

Adrien Pupier , Maximin Coavoux , Benjamin Lecouteux , Jérôme Goulian
Journée “apprentissage des représentations de la parole et du langage”, Apr 2022, Grenoble, France
Conference poster hal-03718271v1
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Exploration de systèmes end-to-end pour la reconnaissance automatique de la parole spontanée

Solène Evain , Solange Rossato , Benjamin Lecouteux , François Portet
GDR LIFT 2021, Dec 2021, Grenoble, France
Conference poster hal-03474959v1
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ASR Performance Prediction on Unseen Broadcast Programs using Convolutional Neural Networks

Zied Elloumi , Laurent Besacier , Olivier Galibert , Benjamin Lecouteux
Blackbox NLP Workshop and EMLP 2018, 2018, Bruxelles, Belgium. 2018
Conference poster hal-02102831v1
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UFSAC: Unification of Sense Annotated Corpora and Tools

Loïc Vial , Benjamin Lecouteux , Didier Schwab
LREC, 2018, Miyazaki, Japan
Conference poster hal-02093190v1
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ASR performance prediction on unseen broadcast programs using convolutional neural networks

Zied Elloumi , Laurent Besacier , Olivier Galibert , Juliette Kahn , Benjamin Lecouteux et al.
ICASSP, 2018, Alberta, Canada
Conference poster hal-02088829v1
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Uniformisation de corpus anglais annotés en sens

Loïc Vial , Benjamin Lecouteux , Didier Schwab
24ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jun 2017, Orléans, France
Conference poster hal-01955673v1
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Sense Embeddings in Knowledge-Based Word Sense Disambiguation

Loïc Vial , Benjamin Lecouteux , Didier Schwab
IWCS, 2017, Montpellier, France
Conference poster hal-02094762v1
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Représentation vectorielle de sens pour la désambiguïsation lexicale à base de connaissances

Loïc Vial , Benjamin Lecouteux , Didier Schwab
TALN, 2017, Orléans, France
Conference poster hal-02094759v1
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Disentangling ASR and MT Errors in Speech Translation

Ngoc-Tien Le , Benjamin Lecouteux , Laurent Besacier
MT Summit, 2017, Nagoya, Japan
Conference poster hal-02094763v1
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Spoken Language Translation Graphs Re-decoding using Automatic Quality Assessment

Laurent Besacier , Benjamin Lecouteux , Ngoc Quang Luong , Ngoc Tien Le
ASRU, 2015, Scotsdale, United States
Conference poster hal-02095256v1
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Ant Colony Algorithm Applied to Automatic speech Recognition Graph Decoding

Benjamin Lecouteux , Didier Schwab
Interspeech, 2015, Dresde, Germany
Conference poster hal-02094738v1
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Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home

Michel Vacher , Benjamin Lecouteux , Frédéric Aman , Solange Rossato , François Portet et al.
SLPAT, 2015, Dresde, Germany
Conference poster hal-02088898v1
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Using Resources from a Closely-related Language to Develop ASR for a Very Under-resourced Language: A Case Study for Iban

Sarah Samson , Laurent Besacier , Benjamin Lecouteux , Mohamed Dyab
Interspeech 2015, Sep 2015, Dresden, Germany. 2015
Conference poster hal-02015501v1
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Word Confidence Estimation For Speech Translation

Laurent Besacier , Benjamin Lecouteux , Ngoc Quang Q Luong , K Hour , Marwa Hadj Salah et al.
IWSLT, 2014, Lake Tahoe, United States
Conference poster hal-02088818v1
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LIG System for Word Level QE task at WMT14

Ngoc Quang Luong , Laurent Besacier , Benjamin Lecouteux
WMT, 2014, Baltimore, United States
Conference poster hal-02094756v1
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Word Confidence Estimation for Machine Translation

Ngoc Quang Luong , Laurent Besacier , Benjamin Lecouteux
Journées du LIG, 2013, Grenoble, France
Conference poster hal-02094767v1
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Vers un décodage guidé pour la traduction automatique

Benjamin Lecouteux , Laurent Besacier
TALN, 2013, Les Sables d'Olonne, France
Conference poster hal-02088882v1
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The LIGA (LIG/LIA) Machine Translation System for WMT 2011

Marion Potet , Raphaël Rubino , Benjamin Lecouteux , Stéphane Huet , Hervé Blanchon et al.
SixthWorkshop on Statistical Machine Translation WMT 2011, 2011, Edinburgh, United Kingdom
Conference poster hal-02088892v1
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LIG English-French Spoken Language Translation System for IWSLT 2011

Benjamin Lecouteux , Laurent Besacier , Hervé Blanchon
IWSLT, 2011, San Francisco, United States
Conference poster hal-02094743v1
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Distant Speech Recognition in a Smart HomeComparison of Several Multisource ASRs in Realistic Conditions

Benjamin Lecouteux , Michel Vacher , François Portet
Interspeech, 2011, Florence, Italy
Conference poster hal-02088880v1
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The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance

M Vacher , Dan Istrate , François Portet , Thierry Joubert , Thierry Chevalier et al.
EMBC, 2011, Boston, United States
Conference poster hal-02088823v1
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Improving Back-off Models with Bag of Words and Hollow-grams

Benjamin Lecouteux , Raphaël Rubino , Georges Linarès
Interspeech, 2010, Makuhari, Japan
Conference poster hal-02088832v1
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Combined low level and high level features for Out-Of- Vocabulary Word detection

Benjamin Lecouteux , Georges Linarès , Benoit Favre
Interspeech, 2009, Brighton, United Kingdom
Conference poster hal-02088875v1
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GENERALIZED DRIVEN DECODING FOR SPEECH RECOGNITION SYSTEM COMBINATION

Benjamin Lecouteux , Georges Linares , Yannick Estève , Guillaume Gravier
ICASSP, 2008, Las Vegas, United States
Conference poster hal-02094742v1
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Text island spotting in large speech databases

Benjamin Lecouteux , Georges Linarès , Frédéric Beaugendre , Pascal Nocera
Interspeech, 2007, Anvers, Belgium
Conference poster hal-02088836v1
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Imperfect transcript driven speech recognition

Benjamin Lecouteux , Georges Linares , Pascal Nocera , Jean-François Bonastre
Interspeech, 2006, Pittsburgh, United States
Conference poster hal-02094739v1
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Reconnaissance de la parole guidée par des transcriptions approchées

Benjamin Lecouteux , Georges Linarès , Pascal Nocera , Jean-François Bonastre
JEP, 2006, Dinard, France
Conference poster hal-02095247v1
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Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP

Laurent Besacier , Benjamin Lecouteux , Gilles Sérasset
Besacier, Laurent and Lecouteux, Benjamin and Sérasset, Gilles. ATALA/AFCP, pp.x-x, 2012
Books hal-00959244v1
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On Distant Speech Recognition for Home Automation

Michel Vacher , Benjamin Lecouteux , François Portet
Andreas HOLZINGER, Martina ZIEFLE & Carsten ROECKER. Lecture Notes in Computer Science, 8700, Springer, pp.161-188, 2015, Smart Health: Open Problems and Future Challenges, 978-3-319-16225-6. ⟨10.1007/978-3-319-16226-3_7⟩
Book sections hal-01002819v1
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Speech analysis for Ambient Assisted Living : technical and user design of a vocal order system

Michel Vacher , François Portet , Benjamin Lecouteux , Caroline Golanski
Fei Hu. Telhealthcare Computing and Engineering: Principles and Design, CRC Press, Taylor and Francis Group, pp.607-638, 2013, ISBN-978-1-57808-802-7
Book sections hal-00911039v1
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Building and enhancement of an ASR system for emergency medical settings: towards a better accessibility for allophone and disabled patients

Lucía Ormaechea , Johanna Gerlach , Didier Schwab , Pierrette Bouillon , Benjamin Lecouteux et al.
[Research Report] LIG (Laboratoire informatique de Grenoble). 2020
Reports hal-02896653v1
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INVESTIGATING ROBUSTNESS OF A DEEP ASR PERFORMANCE PREDICTION SYSTEM

Zied Elloumi , Olivier Galibert , Benjamin Lecouteux , Laurent Besacier
[Research Report] LIG lab; LNE. 2019
Reports hal-02131931v1
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Automatic pictogram generation from speech to help the implementation of a mediated communication

Céline Vaschalde , Pauline Trial , Emmanuelle Esperança-Rodier , Benjamin Lecouteux , Didier Schwab et al.
[Research Report] LIG; UGA (Université Grenoble Alpes). 2018
Reports hal-01887439v1
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WSD

Loïc Vial , Benjamin Lecouteux , Didier Schwab
[Research Report] LIG. 2018
Reports hal-01940293v1
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Approche supervisée à base de cellules LSTM bidirectionnelles pour la désambiguïsation lexicale.

Loïc Vial , Benjamin Lecouteux , Didier Schwab
[Rapport de recherche] UGA - Université Grenoble Alpes. 2018
Reports hal-01753343v1
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UFSAC: Unification of Sense Annotated Corpora and Tools

Loïc Vial , Benjamin Lecouteux , Didier Schwab
[Research Report] UGA - Université Grenoble Alpes. 2017
Reports hal-01680739v1
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Use of auxiliary translation for improving decoding in statistical machine translation

Benjamin Lecouteux , Laurent Besacier
[Research Report] LIG. 2016
Reports hal-01633286v1
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Amélioration des modèles de repli par des sacs de mots et des n-grammes à variables

Raphaël Rubino , Benjamin Lecouteux , Georges Linares
[Rapport de recherche] LIG. 2016
Reports hal-01658887v1
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COMPARING GRU AND LSTM FOR AUTOMATIC SPEECH RECOGNITION

Shubham Khandelwal , Benjamin Lecouteux , Laurent Besacier
[Research Report] LIG. 2016
Reports hal-01633254v1
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Phone duration models for fast broadcast news transcriptions

Benjamin Lecouteux , Driss Matrouf , Pascal Nocera , Georges Linares
[Research Report] UAPV. 2006
Reports hal-01631340v1
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Alignement de transcriptions imparfaites sur un flux de parole

Benjamin Lecouteux
[Rapport de recherche] LIA. 2005
Reports hal-02094749v1
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Reconnaissance automatique de la parole guidée par des transcriptions a priori

Benjamin Lecouteux
Informatique et langage [cs.CL]. Université d'Avignon et des Pays de Vaucluse, 2008. Français. ⟨NNT : ⟩
Theses tel-01381704v1
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Mesures de confiance et traitement automatique de la parole

Benjamin Lecouteux
Informatique et langage [cs.CL]. Université Grenoble Alpes, 2021
Habilitation à diriger des recherches tel-03629825v2