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Benjamin Lecouteux, Maître de conférences en informatique (CNU 27), LIG/GETALP


En bref :

  • Maître de conférences en informatique CNU 27, Université Grenoble Alpes
  • Membre de l'équipe GETALP,  au Laboratoire Informatique de Grenoble (UMR 5217)  depuis 2011
  • Thèmes de Recherche :
  1. Modélisation linguistique et algorithmes d'exploration dans les systèmes de reconnaissance automatique de la parole (SRAP)
  2. SRAP dans l'habitat intelligent (domotique)
  3. Traduction automatique (TA) /  TA de la parole
  4. Mesures de confiance (TA & SRAP)
  5. Désambiguisation lexicale
  6. Applications des réseaux de neurones profonds au TALN

 Encadrements de thèses de doctorat :

  • 2016-...      : Loïc Vial (Directeur de thèse, avec D. Schwab) : modèles joints pour la désambiguisation lexicale et la TA
  • 2015-...      : Zied Elloumi   (co-encadrant avec L. Besacier) : Estimation automatique de qualité de SRAP
  • 2014-2018 : Ngoc Tien Le (co-encadrant avec L. Besacier) : Advanced quality measures for speech translation
  • 2011-2014 : Ngoc Quang Luong (co-encadrant avec L. Besacier) : Word Confidence Estimation and Its Applications in SMT 〈tel-01146124〉

 Thématiques d'encadrements de Masters (IDL, INPG, ENSIMAG)  :

  • Modèles DNN GRU pour la reconnaissance automatique de la parole
  • Modèles SRAP pour la reconnaissance de voix d'enfants
  • Modèles DNN student/teacher
  • Algorithmes de recherche pour la RAP
  • Systèmes de TA statistique pour l'arabe

 Projets actuels :

  • 2018-2021 PERFORMANCE LAB (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 (responsable lot parole) : projet ANR sur l'habitat intelligent
  • 2018 PromorP (porteur): Projet PEPS, appel Sciences de l’information en interaction avec l’Humain de l'INS2I, visant  l'interaction humain/humain via la machine (traduction de la parole vers d'autres modalités).
  • 2017-2018 PORTAL (porteur) : projet industriel sur la traduction automatique neuronale arabe/français
  • 2017-2018 Speech2picto (porteur avec D. Schwab) : projet émergence UGA sur la génération de pictogrammes par la parole
  • 2017-2018 Projet pôle cognition (co-porteur avec S. Rossatto) : Transcription et mesures de confiances pour les linguistes

 Responsabilités pédagogiques :

  • Responsable Licence BDAN (IUT2 Grenoble)
  • Responsable C2I (IUT2 Grenoble)


Article dans une revue9 documents

  • Benjamin Lecouteux, Michel Vacher, François Portet. Distant Speech Processing for Smart Home Comparison of ASR approaches in distributed microphone network for voice command. International Journal of Speech Technology, Springer Verlag, 2018. 〈hal-01794225〉
  • Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier. Automatic quality estimation for speech translation using joint ASR and MT features. Machine Translation, Springer Verlag, 2018. 〈hal-01807054〉
  • Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux. Find The Errors, Get The Better: Enhancing Machine Translation via Word Confidence Estimation. Natural Language Engineering, Cambridge University Press (CUP), 2017, 1, pp.1 - 24. 〈hal-01436779〉
  • Michel Vacher, Sybille Caffiau, François Portet, Brigitte Meillon, Camille Roux, et al.. Evaluation of a context-aware voice interface for Ambient Assisted Living: qualitative user study vs. quantitative system evaluation. ACM Transactions on Accessible Computing , ACM New York, NY, USA 2015, Special Issue on Speech and Language Processing for AT (Part 3), 7 (issue 2), pp.5:1-5:36. 〈10.1145/2738047〉. 〈hal-01138090v3〉
  • Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux. Towards Accurate Predictors of Word Quality for Machine Translation: Lessons Learned on French - English and English - Spanish Systems. Data and Knowledge Engineering, Elsevier, 2015, pp.11. 〈10.1016/j.datak.2015.04.003〉. 〈hal-01147902〉
  • Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux. Some Propositions to Improve the Prediction Capability of Word Confidence Estimation for Machine Translation. Journal of Computer Science and Communication Engineering, VNU, 2014. 〈hal-01002931〉
  • 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〉
  • Benjamin Lecouteux, Georges Linares, Stanislas Oger. Integrating imperfect transcripts into speech recognition systems for building high-quality corpora. Computer Speech and Language, Elsevier, 2012, 26 (2), pp.67 - 89. 〈hal-00953675〉
  • Mickael Rouvier, Georges Linarès, Benjamin Lecouteux. Query-Driven Strategy for On-the-Fly Term Spotting in Spontaneous Speech. EURASIP Journal on Audio, Speech, and Music Processing, SpringerOpen, 2010, 〈10.1155/2010/326578〉. 〈hal-01320220〉

Communication dans un congrès65 documents

  • Marwa Salah, Loïc Vial, Hervé Blanchon, Mounir Zrigui, Benjamin Lecouteux, et al.. La désambiguïsation lexicale d'une langue moins bien dotée, l'exemple de l'arabe. 25e conférence sur le Traitement Automatique des Langues Naturelles, May 2018, Rennes, France. 〈hal-01781185〉
  • Zied Elloumi, Laurent Besacier, Olivier Galibert, Juliette Kahn, Benjamin Lecouteux. ASR PERFORMANCE PREDICTION ON UNSEEN BROADCAST PROGRAMS USING CONVOLUTIONAL NEURAL NETWORKS. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Alberta, Canada. 〈hal-01709779〉
  • Loïc Vial, Benjamin Lecouteux, Didier Schwab. Approche supervisée à base de cellules LSTM bidirectionnelles pour la désambiguïsation lexicale. 25e conférence sur le Traitement Automatique des Langues Naturelles, May 2018, Rennes, France. 〈hal-01781183〉
  • Loïc Vial, Benjamin Lecouteux, Didier Schwab. UFSAC: Unification of Sense Annotated Corpora and Tools. Language Resources and Evaluation Conference (LREC), May 2018, Miyazaki, Japan. 〈hal-01718237〉
  • Loïc Vial, Benjamin Lecouteux, Didier Schwab. Représentation vectorielle de sens pour la désambiguïsation lexicale à base de connaissances. 24ème Conférence sur le Traitement Automatique des Langues Naturelles, Jun 2017, Orléans, France. 〈hal-01599572〉
  • Loïc Vial, Benjamin Lecouteux, Didier Schwab. Uniformisation de corpus anglais annotés en sens. 24ème Conférence sur le Traitement Automatique des Langues Naturelles, Jun 2017, Orléans, France. 〈hal-01599578〉
  • Loïc Vial, Benjamin Lecouteux, Didier Schwab. Sense Embeddings in Knowledge-Based Word Sense Disambiguation. 12th International Conference on Computational Semantics, Sep 2017, Montpellier, France. 〈hal-01599685〉
  • Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier. Disentangling ASR and MT Errors in Speech Translation. MT Summit 2017, Sep 2017, Nagoya, Japan. MT Summit 2017 proceedings, 〈http://aamt.info/app-def/S-102/mtsummit/2017/〉. 〈hal-01580877〉
  • Kamel Bouzidi, Zied Elloumi, Laurent Besacier, Benjamin Lecouteux, Mohamed Faouzi Benzeghiba. Traitement des Mots Hors Vocabulaire pour la Traduction Automatique de Document OCRisés en Arabe. TALN 2017, Jun 2017, Orléans, France. Actes de TALN 2017, volume 1. 〈hal-01623072〉
  • Michel Vacher, Saida Bouakaz, Marc-Eric Bobillier-Chaumon, F Aman, Rizwan Ahmed Khan, et al.. The CIRDO Corpus: Comprehensive Audio/Video Database of Domestic Falls of Elderly People. 10th International Conference on Language Resources and Evaluation (LREC 2016), May 2016, Portoroz, Slovenia. ELRA, pp.1389-1396, 2016, 10th International Conference on Language Resources and Evaluation (LREC 2016). 〈http://www.lrec-conf.org/proceedings/lrec2016/index.html〉. 〈hal-01323603〉
  • F Aman, Michel Vacher, François Portet, W Duclot, Benjamin Lecouteux. CirdoX: an On/Off-line Multisource Speech and Sound Analysis Software. Language Resources and Evaluation Conference, May 2016, Portoroz, Slovenia. pp.1978-1985, 2016, Language Resources and Evaluation Conference. 〈http://www.lrec-conf.org/proceedings/lrec2016/index.html〉. 〈hal-01323596〉
  • Michel Vacher, Benjamin Lecouteux, Frédéric Aman, François Portet, Solange Rossato. Acquisition et reconnaissance automatique d'expressions et d'appels vocaux dans un habitat. JEP-TALN-RECITAL 2016, Jul 2016, Paris, France. pp.28-36, 2016. 〈hal-01329188〉
  • Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier. Joint ASR and MT Features for Quality Estimation in Spoken Language Translation. International Workshop on Spoken Language Translation, Dec 2016, Seattle, United States. 〈hal-01408087〉
  • Ngoc-Tien Le, Christophe Servan, Benjamin Lecouteux, Laurent Besacier. Better Evaluation of ASR in Speech Translation Context Using Word Embeddings. Interspeech 2016, Sep 2016, San-Francisco, United States. Interspeech 2016 proceedings. 〈hal-01350102〉
  • Michel Vacher, Benjamin Lecouteux, Javier Serrano-Romero, Moez Ajili, François Portet, et al.. Speech and Speaker Recognition for Home Automation: Preliminary Results. 8th International Conference Speech Technology and Human-Computer Dialogue "SpeD 2015", Oct 2015, Bucarest, Romania. IEEE, pp.181-190, 2015, Proceedings of the 8th International Conference Speech Technology and Human-Computer Dialogue. 〈hal-01207692v2〉
  • Christophe Servan, Ngoc-Tien Le, Ngoc Quang Luong, Benjamin Lecouteux, Laurent Besacier. An Open Source Toolkit for Word-level Confidence Estimation in Machine Translation. The 12th International Workshop on Spoken Language Translation (IWSLT'15), Dec 2015, Da Nang, Vietnam. 2015, 〈http://workshop2015.iwslt.org/〉. 〈hal-01244477〉
  • Laurent Besacier, Benjamin Lecouteux, Ngoc-Quang Luong, Ngoc-Tien Le. Spoken language translation graphs re-decoding using automatic quality assessment. IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Dec 2015, Scotsdale, AZ, United States. 2015, 〈http://www.asru2015.org/〉. 〈10.1109/ASRU.2015.7404804〉. 〈hal-01289158〉
  • Laurent Besacier, Benjamin Lecouteux, Ngoc Luong Quang. Utilisation de mesures de confiance pour améliorer le décodage en traduction de parole. Traitement Automatique du Langage Naturel (TALN), Jun 2015, Caen, France. 2015. 〈hal-01150044〉
  • Sarah Samson Juan, Laurent Besacier, Benjamin Lecouteux, Tien-Ping Tan. Merging of Native and Non-native Speech for Low-resource Accented ASR. 3rd International Conference on Statistical Language and Speech Processing, SLSP 2015, Nov 2015, Budapest, Hungary. Statistical Language and Speech Processing, 9449, 2015, Statistical Language and Speech Processing. 〈http://grammars.grlmc.com/SLSP2015/〉. 〈10.1007/978-3-319-25789-1_24〉. 〈hal-01289140〉
  • Michel Vacher, Benjamin Lecouteux, Frédéric Aman, Solange Rossato, François Portet. Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home. 6th Workshop on Speech and Language Processing for Assistive Technologies, Sep 2015, Dresden, Germany. pp.1-7, 2015, 6th Workshop on Speech and Language Processing for Assistive Technologies. 〈http://www.slpat.org/slpat2015/papers.html〉. 〈hal-01179930〉
  • Benjamin Lecouteux, Didier Schwab. ANT COLONY ALGORITHM APPLIED TO AUTOMATIC SPEECH RECOGNITION GRAPH DECODING. Interspeech 2015, Sep 2015, Dresden, Germany. 〈hal-01170535〉
  • Sarah Samson, Laurent Besacier, Benjamin Lecouteux, Mohamed Dyab. Using Resources from a Closely-related Language to Develop ASR for a Very Under-resourced Language: A Case Study for Iban. Interspeech 2015, Sep 2015, Dresden, Germany. 2015. 〈hal-01170493〉
  • Michel Vacher, François Portet, Frédéric Aman, Benjamin Lecouteux, Solange Rossato, et al.. Reconnaissance automatique de la parole dans les habitats intelligents : application à l'assistance à domicile. Société Française des Technologies pour l'Autonomie et de Gérontechnologie (SFTAG). 4e Journées Annuelles de la Société Française des Technologies pour l'Autonomie et de Gérontechnologie, Nov 2014, Paris, France. pp.38-41, 2014, Actes JASFTAG 2014. 〈hal-01087539〉
  • Benjamin Lecouteux, Didier Schwab. Décodage de graphe à l'aide de colonies de fourmis. 30èmes Journées d'étude de la parole, Jun 2014, Le mans, France. pp.6, 2014. 〈hal-01003001〉
  • Luong Ngoc Quang, Laurent Besacier, Lecouteux Benjamin. An Efficient Two-Pass Decoder for SMT Using Word Confidence Estimation. European Association for Machine Translation (EAMT), Jun 2014, Dubrovnik, Croatia. 2014. 〈hal-01002922〉
  • Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux. Word Confidence Estimation for SMT N-best List Re-ranking. Proceedings of the Workshop on Humans and Computer-assisted Translation (HaCaT) during EACL, 2014, Gothenburg, Sweden. 2014. 〈hal-00953719〉
  • Ngoc-Quang Luong, Laurent Besacier, Lecouteux Benjamin. LIG System for Word Level QE task at WMT14. Workshop on Machine Translation (WMT), Jun 2014, Baltimore, United States. 2014. 〈hal-01002924〉
  • Laurent Besacier, Benjamin Lecouteux, Ngoc-Quang Luong, K Hour, M Hadjsalah. Word confidence estimation for speech translation. International Workshop on Spoken Language Translation, Dec 2014, Lake Tahoe, United States. 2014. 〈hal-01110393〉
  • Sarah Samson Juan, Laurent Besacier, Benjamin Lecouteux, Tan Tien Ping. Using closely-related language to build an ASR for a very under-resourced language: Iban. Oriental COCOSDA 2014, Sep 2014, Phuket, Thailand. 5 p., 2014. 〈hal-01055576〉
  • Tien Ping Tan, Laurent Besacier, Benjamin Lecouteux. Acoustic Model Merging Using Acoustic Models from Multilingual Speakers for Automatic Speech Recognition. International Conference on Asian Language Processing (IALP), Oct 2014, Kuching, Sarawak, Malaysia. 2014. 〈hal-01020180〉
  • Michel Vacher, Benjamin Lecouteux, François Portet. Multichannel Automatic Recognition of Voice Command in a Multi-Room Smart Home : an Experiment involving Seniors and Users with Visual Impairment. Interspeech 2014, Sep 2014, Singapour, Singapore. pp.1008-1012, 2014. 〈hal-01003492〉
  • Michel Vacher, Benjamin Lecouteux, Pedro Chahuara, François Portet, Brigitte Meillon, et al.. The Sweet-Home speech and multimodal corpus for home automation interaction. The 9th edition of the Language Resources and Evaluation Conference (LREC), May 2014, Reykjavik, Iceland. pp.4499-4506, 2014. 〈hal-00953006〉
  • Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, François Portet, et al.. Experimental Evaluation of Speech Recognition Technologies for Voice-based Home Automation Control in a Smart Home. 4th Workshop on Speech and Language Processing for Assistive Technologies, Aug 2013, Grenoble, France. pp.99-105, 2013. 〈hal-00953244〉
  • Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, François Portet, et al.. Evaluation of a Real-Time Voice Order Recognition System from Multiple Audio Channels in a Home. the 14rd Annual Conference of the International Speech Communication Association, INTERSPEECH, Aug 2013, Lyon, France. pp.2062-2064, 2013. 〈hal-00953246〉
  • Benjamin Lecouteux, Laurent Besacier. Vers un décodage guidé pour la traduction automatique. TALN 2013,, 2013, Les Sables d Olonne, France. 2013. 〈hal-00953749〉
  • Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux. Word Confidence Estimation and its Integration in Sentence Quality Estimation for Machine Translation. Proceedings of the fifth international conference on knowledge and systems engineering (KSE), 2013, Hanoi, Vietnam. Proceedings of the fifth international conference on knowledge and systems engineering (KSE), pp.x-x, 2013. 〈hal-00953774〉
  • Ngoc-Quang Luong, Benjamin Lecouteux, Laurent Besacier. LIG System for WMT13 QE Task: Investigating the Usefulness of Features in Word Confidence Estimation for MT. 8th Workshop on Statistical Machine Translation, 2013, Sofia, Bulgaria. Proceedings of the 8th Workshop on Statistical Machine Translation, pp.386-391, 2013. 〈hal-00953773〉
  • Michel Vacher, Pedro Chahuara, Benjamin Lecouteux, Dan Istrate, François Portet, et al.. The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), Jul 2013, Osaka, Japan. pp.7298-7301, 2013. 〈hal-00962222〉
  • Michel Vacher, Benjamin Lecouteux, François Portet. Recognition of Voice Commands by Multisource ASR and Noise Cancellation in a Smart Home Environment. EUSIPCO (European Signal Processing Conference), Aug 2012, Bucarest, Romania. pp.1663-1667, 2012. 〈hal-00953511〉
  • Benjamin Lecouteux, Michel Vacher, François Portet. 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]. Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP, Jun 2012, Grenoble, France. ATALA/AFCP, pp.657--664, 2012. 〈hal-00953509〉
  • Benjamin Lecouteux, Michel Vacher, François Portet. 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]. JEP-TALN-RECITAL 2012, Atelier ILADI 2012: Interactions Langagières pour personnes Agées Dans les habitats Intelligents, Jun 2012, Grenoble, France. ATALA/AFCP, pp.31--39, 2012. 〈hal-00953515〉
  • Laurent Besacier, Benjamin Lecouteux, Marwen Azouzi, Quang Luong Ngoc. The LIG English to French Machine Translation System for IWSLT 2012. 9th International Workshop on Spoken Language Translation (IWSLT), Dec 2012, Hong Kong, China. Proceedings of the 9th International Workshop on Spoken Language Translation, pp.102-108, 2012, 〈http://hltc.cs.ust.hk/iwslt/〉. 〈hal-00954211〉
  • Gregory Senay, Benjamin Lecouteux, Georges Linares. Prediction of transcription indexability. Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP, 2012, Grenoble, France. ATALA/AFCP, 1, pp.x-x, 2012. 〈hal-00954215〉
  • Mohamed El Amine Sehili, Benjamin Lecouteux, Michel Vacher, François Portet, Dan Istrate, et al.. Sound environment analysis in smart home. AmI '12 : International Joint Conference on Ambient Intelligence, Nov 2012, Pisa, Italy. Springer, 7683, pp.208-223, 2012, 〈10.1007/978-3-642-34898-3_14〉. 〈hal-00840918〉
  • Benjamin Lecouteux, Michel Vacher, François Portet. Distant Speech Recognition for Home Automation: Preliminary Experimental Results in a Smart Home. IEEE SPED 2011, May 2011, Brasow, Romania. pp.41-50, 2011. 〈hal-00953557〉
  • Benjamin Lecouteux, Laurent Besacier, Hervé Blanchon. LIG English-French Spoken Language Translation System for IWSLT 2011. International Workshop on Spoken Language Translation IWSLT 2011), 2011, San Francisco, United States. International Workshop on Spoken Language Translation IWSLT 2011), 2011. 〈hal-00959144〉
  • Gregory Senay, Georges Linares, Benjamin Lecouteux. A SEGMENT-LEVEL CONFIDENCE MEASURE FOR SPOKEN DOCUMENT RETRIEVAL. ICASSP 2011, 2011, Prague, Czech Republic. ICASSP 2011, 2011. 〈hal-00959164〉
  • Marion Potet, Raphaël Rubino, Benjamin Lecouteux, Stéphane Huet, Hervé Blanchon, et al.. The LIGA machine translation system for WMT 2011. EMNLP 2011 SIXTH WORKSHOP ON STATISTICAL MACHINE TRANSLATION , 2011, Edinburgh United Kingdom. Proceedings of the 6th Workshop on Statistical Machine Translation,, 2011. 〈hal-00959143〉
  • Benjamin Lecouteux, Michel Vacher, François Portet. Distant Speech Recognition in a Smart Home: Comparison of Several Multisource ASRs in Realistic Conditions. International Speech Communication Association. Interspeech 2011 Florence, Aug 2011, Florence, Italy. pp.2273-2276, 2011. 〈hal-00642306〉
  • Michel Vacher, Dan Istrate, François Portet, Thierry Joubert, Thierry Chevalier, et al.. The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance. IEEE Engineering in Medicine and Biology Society. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Aug 2011, Boston, United States. pp.5291-5294, 2011. 〈hal-00641850〉
  • Benjamin Lecouteux, Pascal Nocera, Georges Linarès. Décodage guidé par un modèle cache sémantique. JEP 2010 XXVIIIèmes Journées d 'Etude Sur la Parole, May 2010, Mons, Belgique. 〈hal-01318094〉
  • Grégory Senay, Georges Linarès, Benjamin Lecouteux, Stanislas Oger, Thierry Michel. Transcriber driving strategies for transcription aid system. LREC, May 2010, Valletta, Malta. LREC 2010, Seventh International Conference on Language Resources and Evaluation. 〈hal-01320334〉
  • Grégory Senay, Georges Linarès, Benjamin Lecouteux, Stanislas Oger, Thierry Michel. Décodage interactif de la parole. XXVIIIèmes Journées d'Etude sur la Parole (JEP'2010), May 2010, Mons, Belgique. 〈hal-01320339〉
  • Benjamin Lecouteux, Raphaël Rubino, Georges Linarès. Improving back-off models with bag of words and hollow-grams. INTERSPEECH, Sep 2010, Makuhari, Japan. 〈hal-01318103〉
  • Benjamin Lecouteux, Pascal Nocera, Georges Linarès. Semantic cache model driven speech recognition. IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States. 2010, Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on. 〈10.1109/ICASSP.2010.5495642〉. 〈hal-01318097〉
  • Benjamin Lecouteux, Georges Linares, Benoit Favre. Détection de mots hors-vocabulaire par combinaison de mesures de confiance de haut et bas niveaux. MajecSTIC 2009 , Nov 2009, Avignon, France. 2009. 〈hal-01318077〉
  • Benjamin Lecouteux, Georges Linarès, Benoit Favre. Combined low level and high level features for Out-Of-Vocabulary Word detection. Interspeech 2009, 2009, Brighton, United Kingdom. Interspeech 2009, 2009. 〈hal-01194283〉
  • 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. Using prompts to produce quality corpus for training automatic speech recognition systems. MELECON 2008 - The 14th IEEE Mediterranean Electrotechnical Conference , May 2008, Ajaccio, France. MELECON 2008 - The 14th IEEE Mediterranean Electrotechnical Conference 2008, 〈10.1109/MELCON.2008.4618540〉. 〈hal-01318050〉
  • Mickael Rouvier, Georges Linares, Benjamin Lecouteux. On-the-fly term spotting by phonetic filtering and request-driven decoding. IEEE Spoken Language Technology Workshop (SLT), Dec 2008, Goa, India. 2008, Spoken Language Technology Workshop, 2008. SLT 2008. IEEE. 〈10.1109/SLT.2008.4777901〉. 〈hal-01320210〉
  • 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, J. Mauclair. System Combination by Driven Decoding. IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 , Apr 2007, Honolulu, United States. 2007, Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on. 〈10.1109/ICASSP.2007.366919〉. 〈hal-01318073〉
  • Benjamin Lecouteux, Georges Linarès, Frédéric Beaugendre, Pascal Nocera. Text island spotting in large speech databases. INTERSPEECH, Aug 2007, Anvers, Belgium. 〈hal-01318080〉
  • Benjamin Lecouteux, Georges Linarès, Pascal Nocera, Jean-François Bonastre. Imperfect transcript driven speech recognition. INTERSPEECH, Sep 2006, Pittsburgh, United States. 〈hal-01318085〉
  • Benjamin Lecouteux, Georges Linares, Pascal Nocera, Jean-François Bonastre. Reconnaissance de la parole guidée par des transcriptions approchées. Journées d'Etudes sur la Parole (JEP), Jun 2006, Dinard, France. 〈hal-01318088〉

Ouvrage (y compris édition critique et traduction)1 document

  • Laurent Besacier, Benjamin Lecouteux, Gilles Sérasset. Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP. Besacier, Laurent and Lecouteux, Benjamin and Sérasset, Gilles. ATALA/AFCP, pp.x-x, 2012. 〈hal-00959244〉

Chapitre d'ouvrage2 documents

  • Michel Vacher, Benjamin Lecouteux, François Portet. On Distant Speech Recognition for Home Automation. 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〉. 〈hal-01002819〉
  • Michel Vacher, François Portet, Benjamin Lecouteux, Caroline Golanski. Speech analysis for Ambient Assisted Living : technical and user design of a vocal order system. 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. 〈hal-00911039〉

Rapport6 documents

  • Loïc Vial, Benjamin Lecouteux, Didier Schwab. Approche supervisée à base de cellules LSTM bidirectionnelles pour la désambiguïsation lexicale.. [Rapport de recherche] UGA - Université Grenoble Alpes. 2018. 〈hal-01753343〉
  • Loïc Vial, Benjamin Lecouteux, Didier Schwab. UFSAC: Unification of Sense Annotated Corpora and Tools. [Research Report] UGA - Université Grenoble Alpes. 2017. 〈hal-01680739〉
  • Raphaël Rubino, Benjamin Lecouteux, Georges Linares. Amélioration des modèles de repli par des sacs de mots et des n-grammes à variables . [Rapport de recherche] LIG. 2016. 〈hal-01658887〉
  • Shubham Khandelwal, Benjamin Lecouteux, Laurent Besacier. COMPARING GRU AND LSTM FOR AUTOMATIC SPEECH RECOGNITION. [Research Report] LIG. 2016. 〈hal-01633254〉
  • Benjamin Lecouteux, Laurent Besacier. Use of auxiliary translation for improving decoding in statistical machine translation. [Research Report] LIG. 2016. 〈hal-01633286〉
  • G Linares, Benjamin Lecouteux, D Matrouf, P Nocera. PHONE DURATION MODELS FOR FAST BROADCAST NEWS TRANSCRIPTIONS. [Research Report] UAPV. 2006. 〈hal-01631340〉

Thèse1 document

  • Benjamin Lecouteux. Reconnaissance automatique de la parole guidée par des transcriptions a priori. Informatique et langage [cs.CL]. Université d'Avignon et des Pays de Vaucluse, 2008. Français. 〈tel-01381704〉