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Benjamin Lecouteux

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Books and Theses

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2021
[b2]
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Benjamin Lecouteux:
Mesures de confiance et traitement automatique de la parole. Grenoble Alpes University, France, 2021
2008
[b1]
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Benjamin Lecouteux:
Reconnaissance automatique de la parole guidée par des transcriptions a priori. (driven decoding for speech recognition system combination). University of Avignon, France, 2008

Journal Articles

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2024
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Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 86: 101622 (2024)
2023
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Vaishnavi Ameya Murukutla, Elie Cattan, Benjamin Lecouteux, Rémi Ronfard, Olivier Palombi:
Text-to-movie authoring of anatomy lessons. Artif. Intell. Medicine 146: 102717 (2023)
2021
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Solène Evain, Benjamin Lecouteux, Didier Schwab, Adrien Contesse, Antoine Pinchaud, Nathalie Henrich Bernardoni:
Human beatbox sound recognition using an automatic speech recognition toolkit. Biomed. Signal Process. Control. 67: 102468 (2021)
2019
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Michel Vacher, Frédéric Aman, Solange Rossato, François Portet, Benjamin Lecouteux:
Making Emergency Calls More Accessible to Older Adults Through a Hands-free Speech Interface in the House. ACM Trans. Access. Comput. 12(2): 8:1-8:25 (2019)
2018
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Benjamin Lecouteux, Michel Vacher, François Portet:
Distant speech processing for smart home: comparison of ASR approaches in scattered microphone network for voice command. Int. J. Speech Technol. 21(3): 601-618 (2018)
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Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier:
Automatic quality estimation for speech translation using joint ASR and MT features. Mach. Transl. 32(4): 325-351 (2018)
2017
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Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux:
Find the errors, get the better: Enhancing machine translation via word confidence estimation. Nat. Lang. Eng. 23(4): 617-639 (2017)
2015
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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 Knowl. Eng. 96: 32-42 (2015)
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Michel Vacher, Sybille Caffiau, François Portet, Brigitte Meillon, Camille Roux, Elena Elias, Benjamin Lecouteux, Pedro Chahuara:
Evaluation of a Context-Aware Voice Interface for Ambient Assisted Living: Qualitative User Study vs. Quantitative System Evaluation. ACM Trans. Access. Comput. 7(2): 5:1-5:36 (2015)
2013
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Benjamin Lecouteux, Georges Linarès, Yannick Estève, Guillaume Gravier:
Dynamic Combination of Automatic Speech Recognition Systems by Driven Decoding. IEEE Trans. Speech Audio Process. 21(6): 1251-1260 (2013)
2012
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Benjamin Lecouteux, Georges Linarès, Stanislas Oger:
Integrating imperfect transcripts into speech recognition systems for building high-quality corpora. Comput. Speech Lang. 26(2): 67-89 (2012)
2010
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Mickael Rouvier, Georges Linarès, Benjamin Lecouteux:
Query-Driven Strategy for On-the-Fly Term Spotting in Spontaneous Speech. EURASIP J. Audio Speech Music. Process. 2010 (2010)

Conference and Workshop Papers

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2024
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Adrien Pupier, Maximin Coavoux, Jérôme Goulian, Benjamin Lecouteux:
Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech. ACL (Short Papers) 2024: 225-233
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Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Johannes Rückert, Asma Ben Abacha, Alba García Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Tabea Margareta Grace Pakull, Hendrik Damm, Benjamin Bracke, Christoph M. Friedrich, Alexandra-Georgiana Andrei, Yuri Prokopchuk, Dzmitry Karpenka, Ahmedkhan Radzhabov, Vassili Kovalev, Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuelle Esperança-Rodier, Wen-wai Yim, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Maximilian Heinrich, Johannes Kiesel, Martin Potthast, Benno Stein:
Overview of the ImageCLEF 2024: Multimedia Retrieval in Medical Applications. CLEF (2) 2024: 140-164
[c86]
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Cécile Macaire, Chloé Dion, Jordan Arrigo, Claire Lemaire, Emmanuelle Esperança-Rodier, Benjamin Lecouteux, Didier Schwab:
A Multimodal French Corpus of Aligned Speech, Text, and Pictogram Sequences for Speech-to-Pictogram Machine Translation. LREC/COLING 2024: 839-849
[c85]
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Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Daniel Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix E. Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esperança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab:
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains. LREC/COLING 2024: 9463-9476
[c84]
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Zdravko Dugonjic, Adrien Pupier, Benjamin Lecouteux, Maximin Coavoux:
What Has LeBenchmark Learnt about French Syntax? LREC/COLING 2024: 17493-17499
[c83]
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Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, Ahmad Idrissi-Yaghir, Ahmedkhan Radzhabov, Alba Garcia Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M. Storås, Asma Ben Abacha, Benjamin Lecouteux, Benno Stein, Cécile Macaire, Christoph M. Friedrich, Cynthia S. Schmidt, Didier Schwab, Emmanuelle Esperança-Rodier, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ioan Coman, Johanna Schöler, Johannes Kiesel, Johannes Rückert, Louise Bloch, Martin Potthast, Maximilian Heinrich, Meliha Yetisgen, Michael A. Riegler, Neal Snider, Pål Halvorsen, Raphael Brüngel, Steven Alexander Hicks, Vajira Thambawita, Vassili Kovalev, Yuri Prokopchuk, Wen-wai Yim:
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024. ECIR (6) 2024: 44-52
[c82]
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Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix E. Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esparança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab:
Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français. TALN (2) 2024: 9-10
[c81]
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Cécile Macaire, Chloé Dion, Jordan Arrigo, Claire Lemaire, Emmanuelle Esperança-Rodier, Benjamin Lecouteux, Didier Schwab:
Un corpus multimodal alignant parole, transcription et séquences de pictogrammes dédié à la traduction automatique de la parole vers des pictogrammes. TALN (2) 2024: 20-21
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Cécile Macaire, Chloé Dion, Didier Schwab, Benjamin Lecouteux, Emmanuelle Esperança-Rodier:
Approches cascade et de bout-en-bout pour la traduction automatique de la parole en pictogrammes. TALN (1) 2024: 22-35
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Adrien Pupier, Maximin Coavoux, Benjamin Lecouteux, Jérôme Goulian:
Une approche par graphe pour l'analyse syntaxique en dépendances de bout en bout de la parole. TALN (1) 2024: 234-244
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William N. Havard, Renauld Govain, Daphne Gonçalves Teixeira, Benjamin Lecouteux, Emmanuel Schang:
Technologies de la parole et données de terrain : le cas du créole haïtien. TALN (1) 2024: 686-694
2023
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Lucia Ormaechea Grijalba, Pierrette Bouillon, Maximin Coavoux, Emmanuelle Esperança-Rodier, Johanna Gerlach, Jérôme Goulian, Benjamin Lecouteux, Cécile Macaire, Jonathan Mutal, Magali Norré, Adrien Pupier, Didier Schwab:
PROPICTO: Developing Speech-to-Pictograph Translation Systems to Enhance Communication Accessibility. EAMT 2023: 515-516
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Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab:
Pre-training for Speech Translation: CTC Meets Optimal Transport. ICML 2023: 18667-18685
[c75]
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Lucia Ormaechea Grijalba, Nikos Tsourakis, Didier Schwab, Pierrette Bouillon, Benjamin Lecouteux:
Simple, Simpler and Beyond: A Fine-Tuning BERT-Based Approach to Enhance Sentence Complexity Assessment for Text Simplification. ICNLSP 2023: 120-133
2022
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Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuel Schang:
Automatic Speech Recognition and Query By Example for Creole Languages Documentation. ACL (Findings) 2022: 2512-2520
[c73]
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Adrien Pupier, Maximin Coavoux, Benjamin Lecouteux, Jérôme Goulian:
End-to-End Dependency Parsing of Spoken French. INTERSPEECH 2022: 1816-1820
2021
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Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. Interspeech 2021: 1439-1443
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Hang Le, Florentin Barbier, Ha Nguyen, Natalia A. Tomashenko, Salima Mdhaffar, Souhir Gahbiche, Benjamin Lecouteux, Didier Schwab, Yannick Estève:
ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks. IWSLT 2021: 169-174
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Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks 2021
2020
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Lucie Chasseur, Marion Dohen, Benjamin Lecouteux, Sébastien Riou, Amélie Rochet-Capellan, Didier Schwab:
Evaluation of the acceptability and usability of Augmentative and Alternative Communication (ACC) tools: the example of Pictogram grid communication systems with voice output. ASSETS 2020: 68:1-68:3
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Solène Evain, Benjamin Lecouteux, François Portet, Isabelle Esteve, Marion Fabre:
Towards Automatic Captioning of University Lectures for French students who are Deaf. ASSETS 2020: 84:1-84:4
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Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier:
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020. IWSLT 2020: 35-43
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Didier Schwab, Pauline Trial, Céline Vaschalde, Loïc Vial, Emmanuelle Esperança-Rodier, Benjamin Lecouteux:
Providing Semantic Knowledge to a Set of Pictograms for People with Disabilities: a Set of Links between WordNet and Arasaac: Arasaac-WN. LREC 2020: 166-171
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Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab:
FlauBERT: Unsupervised Language Model Pre-training for French. LREC 2020: 2479-2490
[c64]
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Solène Evain, Adrien Contesse, Antoine Pinchaud, Didier Schwab, Benjamin Lecouteux, Nathalie Henrich Bernardoni:
Reconnaissance de parole beatboxée à l'aide d'un système HMM-GMM inspiré de la reconnaissance automatique de la parole (BEATBOX SOUNDS RECOGNITION USING A SPEECH-DEDICATED HMM-GMM BASED SYSTEM 1 Human beatboxing is a vocal art making use of speech organs to produce percussive sounds and imitate musical instruments). JEP-TALN-RECITAL (1) 2020: 208-216
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Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab:
FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français (FlauBERT : Unsupervised Language Model Pre-training for French). JEP-TALN-RECITAL (2) 2020: 268-278
2019
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François Portet, Sybille Caffiau, Fabien Ringeval, Michel Vacher, Nicolas Bonnefond, Solange Rossato, Benjamin Lecouteux, Thierry Desot:
Context-Aware Voice-Based Interaction in Smart Home - VocADom@A4H Corpus Collection and Empirical Assessment of Its Usefulness. DASC/PiCom/DataCom/CyberSciTech 2019: 811-818
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Loïc Vial, Benjamin Lecouteux, Didier Schwab, Hang Le, Laurent Besacier:
The LIG system for the English-Czech Text Translation Task of IWSLT 2019. IWSLT 2019
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Compression de vocabulaire de sens grâce aux relations sémantiques pour la désambiguïsation lexicale (Sense Vocabulary Compression through Semantic Knowledge for Word Sense Disambiguation). PFIA (Articles longs) 2019: 55-70
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Didier Schwab, Pauline Trial, Céline Vaschalde, Loïc Vial, Benjamin Lecouteux:
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 (Giving semantic knowledge to a set of pictograms for people with disabilities : a set of links between WordNet and Arasaac, Arasaac-WN ). PFIA (Demonstrations) 2019: 619-622
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation. GWC 2019: 108-117
2018
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Zied Elloumi, Laurent Besacier, Olivier Galibert, Benjamin Lecouteux:
Analyzing Learned Representations of a Deep ASR Performance Prediction Model. BlackboxNLP@EMNLP 2018: 9-15
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Zied Elloumi, Laurent Besacier, Olivier Galibert, Juliette Kahn, Benjamin Lecouteux:
ASR Performance Prediction on Unseen Broadcast Programs Using Convolutional Neural Networks. ICASSP 2018: 5894-5898
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
UFSAC: Unification of Sense Annotated Corpora and Tools. LREC 2018
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Approche supervisée à base de cellules LSTM bidirectionnelles pour la désambiguïsation lexicale (LSTM Based Supervised Approach for Word Sense Disambiguation). CORIA-TALN-RJC (TALN) 2018: 157-170
2017
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Sense Embeddings in Knowledge-Based Word Sense Disambiguation. IWCS(2) 2017
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Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier:
Disentangling ASR and MT Errors in Speech Translation. MTSummit (1) 2017: 312-323
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Uniformisation de corpus anglais annotés en sens (Unification of sense annotated English corpora for word sense disambiguation). TALN (3) 2017: 27-29
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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 (This article presents a new system that automatically translates images of arabic documents). TALN 2017: 63-76
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Représentation vectorielle de sens pour la désambiguïsation lexicale à base de connaissances (Sense Embeddings in Knowledge-Based Word Sense Disambiguation). TALN (2) 2017: 142-149
2016
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Ngoc-Tien Le, Christophe Servan, Benjamin Lecouteux, Laurent Besacier:
Better Evaluation of ASR in Speech Translation Context Using Word Embeddings. INTERSPEECH 2016: 2538-2542
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Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier:
Joint ASR and MT Features for Quality Estimation in Spoken Language Translation. IWSLT 2016
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Frédéric Aman, Michel Vacher, François Portet, William Duclot, Benjamin Lecouteux:
CirdoX: an on/off-line multisource speech and sound analysis software. LREC 2016
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Michel Vacher, Saïda Bouakaz, Marc-Eric Bobillier-Chaumon, Frédéric Aman, Rizwan Ahmed Khan, Salima Body-Bekkadja, François Portet, Erwan Guillou, Solange Rossato, Benjamin Lecouteux:
The CIRDO Corpus: Comprehensive Audio/Video Database of Domestic Falls of Elderly People. LREC 2016
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Michel Vacher, Benjamin Lecouteux, Frédéric Aman, François Portet, Solange Rossato:
Acquisition et reconnaissance automatique d'expressions et d'appels vocaux dans un habitat. (Acquisition and recognition of expressions and vocal calls in a smart home). JEP-TALN-RECITAL (1) 2016: 28-36
2015
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Laurent Besacier, Benjamin Lecouteux, Ngoc-Quang Luong, Ngoc-Tien Le:
Spoken language translation graphs re-decoding using automatic quality assessment. ASRU 2015: 267-274
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Sarah Flora Samson Juan, 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: 1270-1274
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Benjamin Lecouteux, Didier Schwab:
Ant colony algorithm applied to automatic speech recognition graph decoding. INTERSPEECH 2015: 2122-2126
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Christophe Servan, Ngoc-Tien Le, Ngoc-Quang Luong, Benjamin Lecouteux, Laurent Besacier:
An open-source toolkit for word-level confidence estimation in machine translation. IWSLT 2015
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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. SLPAT@Interspeech 2015: 124-129
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Sarah Flora Samson Juan, Laurent Besacier, Benjamin Lecouteux, Tien Ping Tan:
Merging of Native and Non-native Speech for Low-resource Accented ASR. SLSP 2015: 255-266
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Michel Vacher, Benjamin Lecouteux, Javier Serrano Romero, Moez Ajili, François Portet, Solange Rossato:
Speech and speaker recognition for home automation: Preliminary results. SpeD 2015: 1-10
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Laurent Besacier, Benjamin Lecouteux, Ngoc-Quang Luong:
Utilisation de mesures de confiance pour améliorer le décodage en traduction de parole. TALN (long papers) 2015: 244-254
2014
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Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux:
Word Confidence Estimation for SMT N-best List Re-ranking. HaCaT@EACL 2014: 1-9
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Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux:
An efficient two-pass decoder for SMT using word confidence estimation. EAMT 2014: 117-124
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Tien-Ping Tan, Laurent Besacier, Benjamin Lecouteux:
Acoustic model merging using acoustic models from multilingual speakers for automatic speech recognition. IALP 2014: 42-45
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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: 1008-1012
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Laurent Besacier, Benjamin Lecouteux, Ngoc-Quang Luong, K. Hour, M. Hadjsalah:
Word confidence estimation for speech translation. IWSLT 2014
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Michel Vacher, Benjamin Lecouteux, Pedro Chahuara, François Portet, Brigitte Meillon, Nicolas Bonnefond:
The Sweet-Home speech and multimodal corpus for home automation interaction. LREC 2014: 4499-4506
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Sarah Flora Samson Juan, Laurent Besacier, Benjamin Lecouteux, Tien-Ping Tan:
Using closely-related language to build an ASR for a very under-resourced language: Iban. O-COCOSDA 2014: 1-5
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Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux:
LIG System for Word Level QE task at WMT14. WMT@ACL 2014: 335-341
2013
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Michel Vacher, Pedro Chahuara, Benjamin Lecouteux, Dan Istrate, François Portet, Thierry Joubert, Mohamed A. Sehili, Brigitte Meillon, Nicolas Bonnefond, Sebastien Fabre, Camille Roux, Sybille Caffiau:
The Sweet-Home project: Audio processing and decision making in smart home to improve well-being and reliance. EMBC 2013: 7298-7301
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Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, François Portet, Mohamed A. Sehili, Pedro Chahuara:
Evaluation of a real-time voice order recognition system from multiple audio channels in a home. INTERSPEECH 2013: 2062-2064
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Ngoc-Quang Luong, Laurent Besacier, Benjamin Lecouteux:
Word Confidence Estimation and Its Integration in Sentence Quality Estimation for Machine Translation. KSE (1) 2013: 85-98
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Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, François Portet, Mohamed El Amine Sehili, Pedro Chahuara:
Experimental Evaluation of Speech Recognition Technologies for Voice-based Home Automation Control in a Smart Home. SLPAT 2013: 99-105
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Benjamin Lecouteux, Laurent Besacier:
Driven Decoding for machine translation (Vers un décodage guidé pour la traduction automatique) [in French]. TALN (2) 2013: 531-538
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Ngoc-Quang Luong, Benjamin Lecouteux, Laurent Besacier:
LIG System for WMT13 QE Task: Investigating the Usefulness of Features in Word Confidence Estimation for MT. WMT@ACL 2013: 386-391
2012
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Mohamed A. Sehili, Benjamin Lecouteux, Michel Vacher, François Portet, Dan Istrate, Bernadette Dorizzi, Jérôme Boudy:
Sound Environment Analysis in Smart Home. AmI 2012: 208-223
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Michel Vacher, Benjamin Lecouteux, François Portet:
Recognition of voice commands by multisource ASR and noise cancellation in a smart home environment. EUSIPCO 2012: 1663-1667
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Laurent Besacier, Benjamin Lecouteux, Marwen Azouzi, Ngoc-Quang Luong:
The LIG English to French machine translation system for IWSLT 2012. IWSLT 2012: 102-108
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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]. ILADI@TALN 2012: 31-39
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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]. JEP-TALN-RECITAL 2012 2012: 657-664
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Grégory Senay, Benjamin Lecouteux, Georges Linarès:
Prédiction de l'indexabilité d'une transcription (Prediction of transcription indexability) [in French]. JEP-TALN-RECITAL 2012 2012: 697-705
2011
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Michel Vacher, Dan Istrate, François Portet, Thierry Joubert, Thierry Chevalier, Serge Smidtas, Brigitte Meillon, Benjamin Lecouteux, Mohamed El Amine Sehili, Pedro Chahuara, Sylvain Meniard:
The sweet-home project: Audio technology in smart homes to improve well-being and reliance. EMBC 2011: 5291-5294
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Grégory Senay, Georges Linarès, Benjamin Lecouteux:
A segment-level confidence measure for Spoken Document Retrieval. ICASSP 2011: 5548-5551
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Benjamin Lecouteux, Michel Vacher, François Portet:
Distant Speech Recognition in a Smart Home: Comparison of Several Multisource ASRs in Realistic Conditions. INTERSPEECH 2011: 2273-2276
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Benjamin Lecouteux, Laurent Besacier, Hervé Blanchon:
LIG English-French spoken language translation system for IWSLT 2011. IWSLT 2011: 68-72
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Benjamin Lecouteux, Michel Vacher, François Portet:
Distant speech recognition for home automation: Preliminary experimental results in a smart home. SpeD 2011: 1-10
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Marion Potet, Raphaël Rubino, Benjamin Lecouteux, Stéphane Huet, Laurent Besacier, Hervé Blanchon, Fabrice Lefèvre:
The LIGA (LIG/LIA) Machine Translation System for WMT 2011. WMT@EMNLP 2011: 440-446
2010
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Benjamin Lecouteux, Pascal Nocera, Georges Linarès:
Semantic cache model driven speech recognition. ICASSP 2010: 4386-4389
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Benjamin Lecouteux, Raphaël Rubino, Georges Linarès:
Improving back-off models with bag of words and hollow-grams. INTERSPEECH 2010: 2418-2421
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Grégory Senay, Georges Linarès, Benjamin Lecouteux, Stanislas Oger, Thierry Michel:
Transcriber Driving Strategies for Transcription Aid System. LREC 2010
2009
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Benjamin Lecouteux, Georges Linarès, Benoît Favre:
Combined low level and high level features for out-of-vocabulary word detection. INTERSPEECH 2009: 1187-1190
2008
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Benjamin Lecouteux, Georges Linarès, Yannick Estève, Guillaume Gravier:
Generalized driven decoding for speech recognition system combination. ICASSP 2008: 1549-1552
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Mickael Rouvier, Georges Linarès, Benjamin Lecouteux:
On-the-fly term spotting by phonetic filtering and request-driven decoding. SLT 2008: 305-308
2007
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Benjamin Lecouteux, Georges Linarès, Yannick Estève, Julie Mauclair:
System Combination by Driven Decoding. ICASSP (4) 2007: 341-344
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Benjamin Lecouteux, Georges Linarès, Frédéric Beaugendre, Pascal Nocera:
Text island spotting in large speech databases. INTERSPEECH 2007: 1318-1321
2006
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Benjamin Lecouteux, Georges Linarès, Pascal Nocera, Jean-François Bonastre:
Imperfect transcript driven speech recognition. INTERSPEECH 2006

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2015
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Michel Vacher, Benjamin Lecouteux, François Portet:
On Distant Speech Recognition for Home Automation. Smart Health 2015: 161-188

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2012
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Laurent Besacier, Benjamin Lecouteux, Gilles Sérasset:
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, volume 1: JEP, Grenoble, France, June 4-8, 2012. ATALA/AFCP 2012 [contents]

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2024
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Zdravko Dugonjic, Adrien Pupier, Benjamin Lecouteux, Maximin Coavoux:
What has LeBenchmark Learnt about French Syntax? CoRR abs/2403.02173 (2024)
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Adrien Pupier, Maximin Coavoux, Jérôme Goulian, Benjamin Lecouteux:
Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech. CoRR abs/2406.12621 (2024)
2023
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Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab:
Pre-training for Speech Translation: CTC Meets Optimal Transport. CoRR abs/2301.11716 (2023)
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Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR abs/2309.05472 (2023)
2021
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Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR abs/2104.11462 (2021)
2020
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Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier:
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020. CoRR abs/2005.11861 (2020)
2019
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation. CoRR abs/1905.05677 (2019)
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Loïc Vial, Benjamin Lecouteux, Didier Schwab, Hang Le, Laurent Besacier:
The LIG system for the English-Czech Text Translation Task of IWSLT 2019. CoRR abs/1911.02898 (2019)
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Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab:
FlauBERT: Unsupervised Language Model Pre-training for French. CoRR abs/1912.05372 (2019)
2018
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Zied Elloumi, Laurent Besacier, Olivier Galibert, Juliette Kahn, Benjamin Lecouteux:
ASR Performance Prediction on Unseen Broadcast Programs using Convolutional Neural Networks. CoRR abs/1804.08477 (2018)
[i4]
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Zied Elloumi, Laurent Besacier, Olivier Galibert, Benjamin Lecouteux:
Analyzing Learned Representations of a Deep ASR Performance Prediction Model. CoRR abs/1808.08573 (2018)
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Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships. CoRR abs/1811.00960 (2018)
2017
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Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier:
Disentangling ASR and MT Errors in Speech Translation. CoRR abs/1709.00678 (2017)
2016
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Ngoc-Tien Le, Benjamin Lecouteux, Laurent Besacier:
Automatic Quality Assessment for Speech Translation Using Joint ASR and MT Features. CoRR abs/1609.06049 (2016)

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