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Valentin Pelloin
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2020 – today
- 2024
- [b1]Valentin Pelloin:
La compréhension de la parole dans les systèmes de dialogues humain-machine à l'heure des modèles pré-entraînés. (Spoken language understanding in human-computer dialogue systems in the era of pretrained models). Le Mans University, France, 2024 - [i5]David Doukhan, Lena Dodson, Manon Conan, Valentin Pelloin, Aurélien Clamouse, Mélina Lepape, Géraldine Van Hille, Cécile Méadel, Marlène Coulomb-Gully:
Gender Representation in TV and Radio: Automatic Information Extraction methods versus Manual Analyses. CoRR abs/2406.10316 (2024) - [i4]Valentin Pelloin, Lena Dodson, Émile Chapuis, Nicolas Hervé, David Doukhan:
Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis. CoRR abs/2407.14180 (2024) - 2022
- [c6]Valentin Pelloin, Franck Dary, Nicolas Hervé, Benoît Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier:
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks. INTERSPEECH 2022: 3453-3457 - [c5]Gaëlle Laperrière, Valentin Pelloin, Antoine Caubrière, Salima Mdhaffar, Nathalie Camelin, Sahar Ghannay, Bassam Jabaian, Yannick Estève:
The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools. LREC 2022: 1595-1602 - [c4]Salima Mdhaffar, Valentin Pelloin, Antoine Caubrière, Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estève:
Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding. LREC 2022: 2949-2956 - [c3]Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis
, Yannick Estève:
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding. SLT 2022: 361-368 - [i3]Valentin Pelloin, Franck Dary, Nicolas Hervé, Benoît Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier:
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks. CoRR abs/2207.01893 (2022) - [i2]Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis
, Yannick Estève:
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding. CoRR abs/2210.05291 (2022) - 2021
- [c2]Valentin Pelloin
, Nathalie Camelin
, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier:
End2End Acoustic to Semantic Transduction. ICASSP 2021: 7448-7452 - [i1]Valentin Pelloin
, Nathalie Camelin
, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier:
End2End Acoustic to Semantic Transduction. CoRR abs/2102.01013 (2021) - 2020
- [c1]Valentin Pelloin, Thibault Prouteau:
Apprentissage de plongements de mots sur des corpus en langue de spécialité : une étude d'impact (Learning word embeddings on domain specific corpora : an impact study ). JEP-TALN-RECITAL (3) 2020: 164-178
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