Clustering and Classification on a Corpus in Specialty Language (C3LS)Date: 11/2017 – 10/2019Funding: AutresCall: SNCFPartners: SNCF (France)URL: https://lium.univ-lemans.fr/c3lsLIUM Participant(s): Nathalie CamelinNicolas DuguéThe SNCF group is currently undergoing a digital transformation and is increasingly turning to technologies that could use Natural Language Processing (NLP). Business documentation is currently undergoing a major transformation, with businesses that are […]
PhD defence, Alexis Conneau Titre : Learning distributed representations of sentences using neural networks. jury members : Claire Gardent, Directrice de Recherche Première Classe au CNRS/LORIO, Reviewer François Yvon Professeur des Universités à l’Université d’Orsay, Reviewer Yann Lecun, Professeur à New York University et Facebook AI Research, Examiner Chris Dyer Research Scientist at Google DeepMind, […]
DEEP-PRIVACYDate: 01/2019 – 12/2022Funding: ANRCall: genericPartners: Multispeech (France), LIA (France), Magnet (France)URL: https://lium.univ-lemans.fr/en/deep-privacy/LIUM Participant(s): Anthony LarcherAntoine LaurentMarie TahonPierre ChampionDEEP-PRIVACY proposes a new paradigm based on a distributed, personalized, and privacy-preserving approach for speech processing, with a focus on machine learning algorithms for speech recognition. To this end, we propose to rely on a hybrid approach: […]
Soutenance de thèse, Edwin Simonnet Date : 12/02/2019 Heure : 13h00 Lieu : amphithéâtre, bâtiment IC2, LIUM, Université du Mans Title : Deep learning applied to spoken langage understanding jury members: Reviewers : – Ms Sophie Rosset – Mr. Frédéric Béchet Examiners : – Mr. Marco Dinarelli – Mr. Bassam Jabaian Supervisor : Mr. Yannick […]
HDR Defense, Anthony Larcher Title : Acoustic modelling for speaker recognition. Jury : Claude BARRAS, Lecturer HDR, LIMSI, Paris Guillaume GRAVIER, Research Director, l’IRISA/CNRS, Rennes Jean-François BONASTRE, Professor, Université d’Avignon et des Pays de Vaucluse Denis JOUVET, Research Director, CNRS, LORIA, Nancy Sylvain MEIGNIER, Professor, Université du Mans Abstract : Since the […]
Autonomous lifelong learning intelligent systems Starting: 01/09/2018PhD Student: Yevhenii ProkopaloAdvisor(s): Anthony LarcherCo-advisor(s): Loic BarraultFunding: Chist-ERAThe goal of the ALLIES project is to encourage and demonstrate the development of autonomous systems, able to sustain performance across time according to a given learning scenario. A learning scenario defines the importance given to the performance on “past” and […]
SIMPÆXDate: 02/2018 – 09/2020Funding: RFI AltanStic 2020Call: Amorçage, Défis scientifique 2017URL: https://lium.univ-lemans.fr/en/simpaex/LIUM Participant(s): Marie TahonThe SIMPÆX project aims at the automatic segmentation and identification of expressive styles and speakers in a speech corpus. Indeed the extraction of features concerning the speaker, his emotional state and the social context, offers very relevant clues for various applications […]
NéoDate: 02/2018 – 01/2020Funding: RFI AltanStic 2020Call: Amorçage, Défis scientifique 2017Partners: Laboratoire ERIC (France), CRTT (France)URL: https://lium.univ-lemans.fr/en/neo/LIUM Participant(s): Nicolas DuguéNathalie CamelinNeo is an interdisciplinary digital humanities research project aiming at the semi-automatic detection and analysis of contemporary neology. It results from the convergence of new language practices of the modern web (creation of new words […]
Neural approaches for abstractive text summarizationStarting: 01/09/2017PhD Student: Paul TardyAdvisor(s): Yannick Estève (LIUM – LST)Co-advisor(s): Funding: CIFRE, Financière du CaroubierThis thesis aims at developping Neural approaches for abstract summarization of speech transcripts with a view to developing an automatic solution for abstract summarization of speech transcripts.
Autonomous Lifelong Learning IntelligEnt Systems (ALLIES)Date: 12/2017 – 03/2022Funding: EU H2020Call: chist-eraPartners: IDIAP (Switzerland), UPC (Span), LNE (France)URL: https://projets-lium.univ-lemans.fr/alliesLIUM Participant(s): Anthony LarcherLoïc BarraultFethi BougaresSylvain MeignierYevhenii ProkopaloMeysam ShamsiThe goal of the ALLIES project is to encourage and demonstrate the development of autonomous systems, able to sustain performance across time according to a given learning scenario. A […]
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