Seminar from Félicien Vallet, from CNIL Date: 17/09/2021 Time: 11h00 Localization: IC2 Salle des conseils, online Speakert: Félicien Vallet Personal data protection in the era of the RGPD The CNIL is the authority in charge of personal data protection in France.This presentation will review the birth of the CNIL in 1978, explain […]
Seminar from Jean-François Bonastre, professor at LIA, Avignon Université Date: 03/09/2021 Time: 14h00 Localization: IC2 Boardroom, online Speaker: Jean-François Bonastre Explicability and Interpretability of AI models: concepts, approaches and adaptability to the domain of speech processing This presentation proposes to define the notions of explicability and interpretability in AI and to give […]
Seminar from Martin Lebourdais and Théo Mariotte, PhD students at LIUM Date: 18/06/2021 Time: 11h00 Localization:IC2 Salle des conseils, online Speakers: Martin Lebourdais and Théo Mariotte Joint effort on data loading process and its application to VAD, speaker turn detection and overlap detection Diarization is the task of finding “Who spoke when?” […]
Seminar from diarization team Date: 21/05/2021 Time: 11h00 Localization: online Speakers: Meysam Shamsi, Yevhenii Prokopalo and Anthony Larcher Human assisted speaker diarization, approach and demonstrator ALLIES and ESPERANTO projects are targeting human assisted speaker diarization across time. To address this task step by step, our team proposes a within-show human assisted correction […]
Seminar from Valentin Pelloin, PhD student at LIUM Date: 12/05/2021 Time: 11h00 Localization: online Speaker: Valentin Pelloin End2End Acoustic to Semantic Transduction We propose a novel end-to-end sequence-to-sequence spoken language understanding model using an attention mechanism. It reliably selects contextual acoustic features in order to hypothesize semantic contents. An initial architecture capable […]
Seminar from Thibault Prouteau, PhD student at LIUM Date: 19/04/2021 Time: 11h00 Localization: online Speaker: Thibault Prouteau SINr: fast computing of Sparse Interpretable Node Representations is not a sin! While graph embedding aims at learning low-dimensional representations of nodes encompassing the graph topology, word embedding focus on learning word vectors that encode […]
Seminar from Gaëtan Caillaut, Post-Doctoral researcher at LIUM Date: 12/03/2021 Time: 11h00 Localization: online Speaker: Gaëtan Caillaut MiniBERT: a simple and explainable BERT model As part of the PolysEmY project, we work with the SNCF (French railway company) to produce “polysemic-aware” word embeddings. Documents provided by the SNCF are written in technical […]
Seminar by Adrien Bardet, PhD Student at LIUM, Team LST Date: 19/02/2021 Time: 11h00 Localization: online Speaker: Adrien Bardet Multilingual neural architectures for natural language processing Machine translation using little data leads to poor performance. The use of multilingual systems is one solution to this problem. Multilingual machine translation systems make it […]
Seminar from Rémi Venant, Lecturer at LIUM, team TEL Date: 22/01/2021 Time: 11h00 Localization: video-conference Speaker: Rémi Venant Are learning analytics doomed to failure? learning analytics (LA) are undergoing increasing development, and following the COVID-19 pandemic and the forced introduction of large-scale distance learning, it is reasonable to anticipate an acceleration in […]
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