AISSPER

A​rtificial ​I​ntelligence for ​S​emantically controlled ​SPE​ech Unde​R​standing (AISSPER)Date: 01/2020 – 06/2023Funding: ANRCall: AAPG2019Partners: LIA (France), Orkis (France)URL: https://lium.univ-lemans.fr/en/aissper/LIUM Participant(s): Nathalie CamelinSylvain MeignierAntoine LaurentValentin PelloinEffective modeling of variabilities, exhibited by human’s speech at different levels (prosodic, acoustic, lexical,…), is still an open research problem for SLU systems. Even more, extracting relevant keywords, themes or concept mentions […]

EXTENSOR

End-To-end Evolutive Neural Networks for Speaker Recognition (EXTENSOR)Date: 01/2020 – 06/2022Funding: ANRCall: AAPG2019Partners: Eurecom (France)URL: https://lium.univ-lemans.fr/en/extensor/LIUM Participant(s): Anthony LarcherAntoine LaurentMarie TahonSylvain MeignierAmbuj Mehrish ExTENSoR proposes fundamental research that aims to explore the potential of using end-to-end and automatically learned / evolving articial neural networks in order to overcome the limitations of hand-crafted features and network […]

ASSC

Fine analysis of opinions in corpuses of Customer Satisfaction (ASSC)Date: 10/2019 – 10/2022Funding: AutresCall: MMAPartners: MMA (France)URL: https://lium.univ-lemans.fr/asscLIUM Participant(s): Nathalie CamelinNicolas DuguéSylvain MeignierRémi BouvetMohamed EttalebThe MMA group (Mutuelles du Mans Assurances), the leading player in property and casualty insurance in France, is highly involved in the analysis of customer paths. In a customer relationship strategy, […]

PolysEmY

Polysemic Embeddings for Industry (PolysEmY)Date: 01/2020 – 07/2021Funding: RFI AltanStic 2020Call: Partners: SNCF (France)URL: https://lium.univ-lemans.fr/polysemyLIUM Participant(s): Nathalie CamelinNicolas DuguéJane WottawaGaëtan CaillautThe lexical resources of SNCF’s technical documentation testify to the richness and specificities of the business vocabulary used within companies such as SNCF. This vocabulary is sometimes uncommon in corpuses, but according to experts, it […]

C3LS

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 […]

ON-TRAC

Outils Neuronaux End-to-End pour la TRAduction des Communications (ON-TRAC)Date: 01/2019 – 03/2023Funding: ANRCall: GenericPartners: LIA (Avignon) (France), LIG (Grenoble) (France), Airbus (France)URL: https://lium.univ-lemans.fr/en/on-trac/LIUM Participant(s): Fethi BougaresAntoine LaurentAnthony LarcherLoïc BarraultThe ON-TRAC project proposes to radically change the architectures currently used in speech translation. It is based on end-to-end neural models for machine translation and is particularly […]

ORPHEE

Pluridisciplinary Research Organization for e-learning (ORPHEE)Date: 12/2014 – 12/2017Funding: ANRCall: Partners: Université Paris 6, Université Lyon 3, Université de Savoie, Université de Fribourg, Université de Genève, Université de Grenoble, Telecom BretagneURL: http://atief.fr/content/bienvenue-sur-le-r%C3%A9seau-orphee-de-la-e-educationLIUM Participant(s): Sébastien GeorgeSébastien IksalIza MarfisiClaudine Piau-ToffolonThe Orphée Network aims at structuring Technology-Enhanced Learning (TEL) stakeholders communities (industry with special focus on SMEs, providers, […]

VEA

Virtual Environment for Animal experimentation (VEA)Date: 01/2019 – 12/2020Funding: AutresCall: Appel à projets de recherche – IUT de Laval – 2019Partners: Département GB – IUT de LAVALURL: http://perso.univ-lemans.fr/~loubah/Projets.htmlLIUM Participant(s): Lahcen Oubahssi La réalité virtuelle permet d’offrir de nouvelles expériences aux utilisateurs grâce à des possibilités d’interaction et d’immersion toujours plus performantes. Ces possibilités trouvent un […]

Ludifik’action

Helping teachers create custom Learning Games for their courses (Ludifik’action)Date: 01/2017 – 01/2025Funding: AutresCall: financement prix PEPS 2018Partners: UBLURL: https://lium.univ-lemans.fr/en/ludifikaction/LIUM Participant(s): Iza MarfisiSébastien GeorgeLudifik’action professional training course given by the LIUM researchers The use of Learning Games (Serious Games) has never been higher. In parallel to popular digital Learning Games, which show great results for […]

DEEP-PRIVACY

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: […]