Associate Professor - LIUM

Silvio Montrésor, Marie Tahon, Antoine Laurent, Pascal Picart. Computational de-noising based on deep learning for phase data in digital holographic interferometry. APL Photonics, AIP Publishing LLC, 2020, 5 (3). ⟨hal-02499209⟩

Pierre Gagnepain, Thomas Vallée, Serge Heiden, Matthieu Decorde, Jean-Luc Gauvain, et al.. Collective memory shapes the organization of individual memories in the medial prefrontal cortex. Nature Human Behaviour, Nature Research 2019, ⟨10.1038/s41562-019-0779-z⟩. ⟨halshs-02416130⟩

Antoine Laurent, Sylvain Meignier, Paul Deléglise. Improving recognition of proper nouns (in ASR) through generation and filtering of phonetic transcriptions. Computer Speech and Language, Elsevier, 2014, 28 (4), pp.979-996. ⟨10.1016/j.csl.2014.02.006⟩. ⟨hal-01433238⟩

Silvio Montrésor, Marie Tahon, Antoine Laurent, Pascal Picart. Deep learning-based speckle decorrelation denoising for wide-field optical metrology. Optics and Photonics for Advanced Dimensional Metrology, International Society for Optics and Photonics (SPIE), Apr 2020, Strasbourg, France. ⟨hal-02434956⟩

Salima Mdhaffar, Yannick Estève, Antoine Laurent, Nicolas Hernandez, Richard Dufour, et al.. A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study. LREC, May 2020, Marseille, France. ⟨hal-02496700⟩

Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Łańcucki, et al.. A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning. Interspeech 2020, Oct 2020, Shanghai, China. ⟨hal-02912029⟩

Adrian Łańcucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, et al.. Robust Training of Vector Quantized Bottleneck Models. IJCNN 2020, Jul 2020, Glasgow, United Kingdom. ⟨hal-02912027⟩

Hans Dolfing, Bellegarda Jérome, Jan Chorowski, Ricard Marxer, Antoine Laurent. The "ScribbleLens" Dutch historical handwriting corpus. International Conference on Frontiers of Handwriting Recognition (ICFHR), Sep 2020, Dortmund, Germany. ⟨hal-02877520⟩

Antoine Caubrière, Sophie Rosset, Yannick Estève, Antoine Laurent, Emmanuel Morin. Où en sommes-nous dans la reconnaissance des entités nommées structurées à partir de la parole ?. 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole, 2020, Nancy, France. pp.64-72. ⟨hal-02798516v3⟩

Antoine Caubrière, Sahar Ghannay, Natalia Tomashenko, Renato de Mori, Antoine Laurent, et al.. Error analysis applied to end-to end spoken language understanding. 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨hal-02465899⟩

Antoine Caubrière, Sophie Rosset, Yannick Estève, Antoine Laurent, Emmanuel Morin. Where are we in Named Entity Recognition from Speech?. 12th International Conference on Language Resources and Evaluation (LREC), May 2020, Marseille, France. ⟨hal-02475026⟩

Natalia Tomashenko, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin. Recent Advances in End-to-End Spoken Language Understanding. 7th International Conference on Statistical Language and Speech Processing (SLSP), Oct 2019, Ljubljana, Slovenia. ⟨hal-02353011⟩

Jan Chorowski, Nanxin Chen, Ricard Marxer, Hans Dolfing, Adrian Łańcucki, et al.. Unsupervised Neural Segmentation and Clustering for Unit Discovery in Sequential Data. NeurIPS 2019 workshop - Perception as generative reasoning - Structure, Causality, Probability, Dec 2019, Vancouver, Canada. ⟨hal-02399138⟩

Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Solen Quiniou. Apport de l’adaptation automatique des modèles de langage pour la reconnaissance de la parole : évaluation qualitative extrinsèque dans un contexte de traitement de cours magistraux. TALN, Jul 2019, Toulouse, France. ⟨hal-02178478⟩

Antoine Caubrière, Natalia Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, et al.. Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability. 20th Annual Conference of the International Speech Communication Association (InterSpeech), Sep 2019, Graz, Austria. pp.1198-1202, ⟨10.21437/interspeech.2019-1832⟩. ⟨hal-02304597⟩

Antoine Caubrière, Natalia Tomashenko, Yannick Estève, Antoine Laurent, Emmanuel Morin. Curriculum d'apprentissage : reconnaissance d'entités nommées pour l'extraction de concepts sémantiques. 26e conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jul 2019, Toulouse, France. ⟨hal-02304614⟩

Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Richard Dufour, et al.. Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus. Interspeech 2019, Sep 2019, Graz, Austria. pp.569-573, ⟨10.21437/Interspeech.2019-2661⟩. ⟨hal-02304620⟩

Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Solen Quiniou. Apport de l'adaptation automatique des modèles de langage pour la reconnaissance de la parole: évaluation qualitative extrinsèque dans un contexte de traitement de cours magistraux. Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) - PFIA 2019 - Volume II : Articles courts, Jul 2019, Toulouse, France. pp.167-174. ⟨hal-02567766⟩

Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Solen Quiniou. Apport de l'adaptation automatique des modèles de langage pour la reconnaissance de la parole: évaluation qualitative extrinsèque dans un contexte de traitement de cours magistraux. 26e Conférence sur le Traitement Automatique des Langues Naturelles, 2019, Toulouse, France. pp.167-174. ⟨hal-02567766⟩

Salima Mdhaffar, Antoine Laurent, Yannick Estève. Etude de performance des réseaux neuronaux récurrents dans le cadre de la campagne d'évaluation Multi-Genre Broadcast challenge 3 (MGB3). XXXIIe Journées d'Etudes sur la Parole (JEP 2018), Jun 2018, Aix-en-Provence, France. ⟨hal-01757773⟩

Salima Mdhaffar, Antoine Laurent, Yannick Estève. Le corpus PASTEL pour le traitement automatique de cours magistraux. 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2018), May 2018, Rennes, France. ⟨hal-01757775⟩

Rasa Lileikyte, Thiago Fraga-Silva, Lori Lamel, Jean-Luc Gauvain, Antoine Laurent, et al.. Effective keyword search for low-resourced conversational speech. icassp 2017, IEEE, Mar 2017, La Nouvelle Orléans, United States. ⟨hal-01744176⟩

Guangpu Huang, Thiago Fraga-Silva, Lori Lamel, Jean-Luc Gauvain, Antoine Laurent, et al.. An investigation into language model data augmentation for low-resourced STT and KWD. icassp 2017, Mar 2017, La Nouvelle Orléans, United States. ⟨hal-01744184⟩

Xavier Garros, Antoine Laurent, Sylvain Barraud, J. Lacord, Olivier Faynot, et al.. New insight on the geometry dependence of BTI in 3D technologies based on experiments and modeling. 2017 IEEE Symposium on VLSI Technology, Jun 2017, Kyoto, Japan. pp.T134-T135, ⟨10.23919/VLSIT.2017.7998152⟩. ⟨hal-02050216⟩

Grégory Gelly, Jean-Luc Gauvain, Lori Lamel, Antoine Laurent, Viet-Bac Le, et al.. Language Recognition for Dialects and Closely Related Languages. Odyssey 2016, Jun 2016, Bilbao, Spain. ⟨hal-01744188⟩

Arseny Gorin, Rasa Lileikyte, Guangpu Huang, Lori Lamel, Jean-Luc Gauvain, et al.. Language Model Data Augmentation for Keyword Spotting in Low-Resourced Training Conditions. interspeech 2016, Sep 2016, San Francisco, United States. ⟨hal-01744200⟩

Antoine Laurent, Thiago Fraga-Silva, Lori Lamel, Jean-Luc Gauvain. Investigating techniques for low resource conversational speech recognition. 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shangai, China. pp.5975-5979, ⟨10.1109/ICASSP.2016.7472824⟩. ⟨hal-01515254⟩

Thiago Fraga-Silva, Jean-Luc Gauvain, Lori Lamel, Antoine Laurent, Viet-Bac Le, et al.. Active Learning based data selection for limited resource STT and KWS. Interspeech 2015, Sep 2015, Dresden, Germany. ⟨hal-01744209⟩

Thiago Fraga-Silva, Antoine Laurent, Jean-Luc Gauvain, Lori Lamel, Viet-Bac Le, et al.. Improving data selection for low-resource STT and KWS. ASRU 2015, Dec 2015, Scottsdale, United States. ⟨hal-01744217⟩

Helene Bonneau-Maynard, Natalia Segal, Eric Bilinski, Jean-Luc Gauvain, Gong Li, et al.. Traduction de la parole dans le projet RAPMAT. JEP 2014, Jun 2014, Le Mans, France. ⟨hal-01744256⟩

Mohamed Bouaziz, Antoine Laurent, Yannick Estève. Décodage hybride dans les SRAP pour l’indexation automatique des documents multimédia. JEP 2014, 2014, Le Mans, France. ⟨hal-01433219⟩

Antoine Laurent, William Hartmann, Lori Lamel. Unsupervised Acoustic Model Training for the Korean Language. Interspeech 2014, Sep 2014, Singapore, Singapore. ⟨hal-01744242⟩

Antoine Laurent, Lori Lamel. Développement d'un système de reconnaissance automatique de la parole en coréen avec peu de ressources annotées. JEP 2014, Jun 2014, Le Mans, France. ⟨hal-01744258⟩

Antoine Laurent, Camille Guinaudeau, Anindya Roy. Analyse du corpus MATRICE : exploration et classification automatique d'archives audiovisuelles de 1930 à 2012. JEP 2014, Jun 2014, Le Mans, France. ⟨hal-01744261⟩

Hervé Bredin, Antoine Laurent, Achintya Sarkar, Viet-Bac Le, Sophie Rosset, et al.. Person Instance Graphs for Named Speaker Identification in TV Broadcast. Odyssey 2014, Jun 2014, Joensuu, Finland. ⟨hal-01690272⟩

Antoine Laurent, Lori Lamel. Development of a Korean speech recognition system with little annotated data. SLTU 2014, May 2014, St Petersburg, Russia. ⟨hal-01744227⟩

Camille Guinaudeau, Antoine Laurent, Hervé Bredin. LIMSI @ MediaEval SED 2014. MediaEval 2014, Oct 2014, Barcelone, Spain. ⟨hal-01744264⟩

Antoine Laurent, Nathalie Camelin, Christian Raymond. Boosting de bonzaïs pour la combinaison efficace de descripteurs : application à l'identification du rôle du locuteur. Journée d'Etude sur la Parole, Jun 2014, Le Mans, France. ⟨hal-01025142⟩

Antoine Laurent, Nathalie Camelin, Christian Raymond. Boosting bonsai trees for efficient features combination : application to speaker role identification. Interspeech, Sep 2014, Singapour, Singapore. ⟨hal-01025171⟩

Elie Khoury, Antoine Laurent, Sylvain Meignier, Simon Petitrenaud. Combining transcription-based and acoustic-based speaker identifications for broadcast news. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), 2012, Kyoto, Japan. pp.4377 - 4380, ⟨10.1109/ICASSP.2012.6288889⟩. ⟨hal-01433486⟩

Richard Dufour, Antoine Laurent, Yannick Estève. Combinaison d’approches pour la reconnaissance du rôle des locuteurs. JEP 2012, 2012, Grenoble, France. ⟨hal-01450727⟩

Paul Deléglise, Antoine Laurent, Sylvain Meignier, Teva Merlin. Computer-assisted transcription of speech based on confusion network reordering. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), 2011, Prague, Czech Republic. ⟨hal-01433510⟩

Antoine Laurent, Sylvain Meignier, Paul Deléglise. Réordonnancement automatique d'hypothèses pour l'assistancè a la transcription de la parole. XXVIIIe Journées d'étude sur la parole (JEP 2010), 2010, Mons, Belgique. ⟨hal-01433897⟩

Yannick Estève, Paul Deléglise, Sylvain Meignier, Simon Petitrenaud, Holger Schwenk, et al.. Some recent research work at LIUM based on the use of CMU Sphinx. CMU SPUD Workshop, 2010, Dallas (Texas), Unknown Region. ⟨hal-01434933⟩

Antoine Laurent, Sylvain Meignier, Teva Merlin, Paul Deléglise. Acoustics-Based Phonetic Transcription Method for Proper Nouns. International Conference on Spoken Language Processing (ISCA, Interspeech 2010), 2010, Japon (Makuhari), Unknown Region. ⟨hal-01433899⟩

Antoine Laurent, Paul Deléglise, Sylvain Meignier. Grapheme to phoneme conversion using an SMT system. 10th Annual Conference of the International Speech Communication Association 2009 (INTERSPEECH 2009) , Sep 2009, Brighton, United Kingdom. pp.716-719. ⟨hal-01451534⟩

Antoine Laurent, Teva Merlin, Sylvain Meignier, Yannick Estève, Paul Deléglise. Iterative filtering of phonetic transcriptions of proper nouns. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), 2009, Taipei, Taiwan. pp.4265--4268. ⟨hal-01433945⟩

Antoine Laurent, Teva Merlin, Sylvain Meignier, Yannick Estève, P Deléglise. Combined systems for automatic phonetic transcription of proper nouns. 6th Language Evaluation and Resources Conference (LREC 2008), May 2008, Marrakech, Morocco. pp.1791-1795. ⟨hal-01433960⟩

Antoine Laurent, Sylvain Meignier, Yannick Estève, Paul Deléglise. Combinaison de systèmes pour la phonétisation automatique de noms propres. XXVIIe Journées d'étude sur la parole (JEP 2008), Jun 2008, Avignon, France. pp.4. ⟨hal-01450912⟩

Antoine Laurent, Teva Merlin, Sylvain Meignier, Yannick Estève, Paul Deléglise. Combined systems for automatic phonetic transcription of proper nouns. LREC-2008, May 2008, Marrakech, Morocco. ⟨hal-01502832⟩

Antoine Laurent. Autoadaptation d'un système de reconnaissance vocale à la tache de transcription automatique de réunions. Rencontre des Jeunes Chercheurs en Parole (RJCP 2007), 2007, Paris, France. ⟨hal-01456902⟩

Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin. Confidence measure for speech-to-concept end-to-end spoken language understanding. 2020. ⟨hal-02940028⟩

Antoine Laurent. Etude des mécanismes de fiabilité sur transistors Trigate/Nanowire. Micro et nanotechnologies/Microélectronique. Communauté Université Grenoble Alpes, 2018. Français. ⟨tel-01921702⟩