Corpus: AlloSat (AlloSat)Licence: creative CommonsAuthor(s): Manon MacaryMarie TahonAnthony RousseauYannick EstèveThe corpus, named AlloSat, is composed of real-life call center conversations in French and is continuously annotated in frustration and satisfaction. This corpus has been set up to develop new systems able to model the continuous aspect of semantic and paralinguistic information at the conversation level. […]
Corpus: Multi30k Dataset (Multi30k)Licence: Attribution-NonCommercial-ShareAlike 4.0 InternationalGitHub: https://github.com/multi30kAuthor(s): Loïc BarraultOzan CaglayanFethi BougaresThe Flickr30K Dataset contains 31,014 images sourced from online photo-sharing websites (Young et al., 2014). Each image is paired with five English descriptions, which were collected from Amazon Mechanical Turk2. The dataset contains 145,000 training, 5,070 development, and 5,000 test descriptions. The Multi30K dataset […]
Corpus: Tunisian Sentiment Analysis Corpus. (TSAC)Licence: GNU Lesser General Public License v3.0GitHub: https://github.com/fbougares/TSACAuthor(s): Fethi BougaresSalima MdhaffarYannick EstèveAbout 17k user comments manually annotated to positive and negative polarities. This corpus is collected from Facebook users comments written on official pages of Tunisian radios and TV channels namely Mosaique FM, JawhraFM, Shemes FM, HiwarElttounsi TV and Nessma […]
SpeechBrain (SpeechBrain)Date: 09/2019 – 12/2021Funding: AutresCall: Partners: Mila (Canada), LIA (France), PyTorch, IBM Research AI, fluent.ai (Canada)URL: https://speechbrain.github.ioLIUM Participant(s): Anthony LarcherSylvain MeignierSpeechBrain is an open-source and all-in-one speech toolkit relying on PyTorch. The goal is to create a single, flexible, and user-friendly toolkit that can be used to easily develop state-of-the-art speech technologies, including systems […]
Gender Equality Monitor (GEM)Date: 01/2020 – 02/2025Funding: ANRCall: AAPG2019Partners: INA, LIMSI, Carism, Deezer, LERASS, ENS Lyon URL: https://lium.univ-lemans.fr/en/gem/LIUM Participant(s): Antoine LaurentAnthony LarcherNathalie CamelinNicolas DuguéSylvain MeignierMarie TahonMartin LebourdaisMedia and society have an intricate relationship. Descriptive, the media are also prescriptive and shape our perception of the world. The GEM project aims to describe the differences in […]
CapDiff (CapDiff)Date: 06/2019 – 12/2020Funding: AutresCall: BPIPartners: LAUM (France), HAAPIE (France), VOXPASS (France)URL: https://lium.univ-lemans.fr/en/capdiff/LIUM Participant(s): Anthony LarcherJustine CarpentierSylvain MeignierThe development and spreading of connected enable automation of a number of tidious tasks. The recent advances in speech recognition technologies, i.e., speech synthesis or voice recognition and the increasing user acceptance open wide horizons for those […]
Artificial Intelligence for Semantically controlled SPEech UndeRstanding (AISSPER)Date: 01/2020 – 10/2024Funding: 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 […]
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 […]
Fine analysis of opinions in corpuses of Customer Satisfaction (ASSC)Date: 10/2019 – 02/2023Funding: 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, […]
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 […]
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