Valentin Pelloin

15 papers A 3B 2Misc 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pantagruel: Unified Self-Supervised Encoders for French Text and Speech.
CoRR
Phuong-Hang Le, Valentin Pelloin, Arnault Chatelain, Maryem Bouziane, Mohammed Ghennai, Qianwen Guan, Kirill Milintsevich, Salima Mdhaffar, Aidan Mannion, Nils Defauw, Shuyue Gu, Alexandre Audibert, Marco Dinarelli, Yannick Estève, Lorraine Goeuriot, Steffen Lalande, Nicolas Hervé, Maximin Coavoux, François Portet, Étienne Ollion, Marie Candito, Maxime Peyrard, Solange Rossato, Benjamin Lecouteux, Aurélie Nardy, Gilles Sérasset, Vincent Segonne, Solène Evain, Diandra Fabre, Didier Schwab
2024 A conf
Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis.
INTERSPEECH
Valentin Pelloin, Lena Dodson, Émile Chapuis, Nicolas Hervé, David Doukhan
2024 J jnl
Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis.
CoRR
Valentin Pelloin, Lena Dodson, Émile Chapuis, Nicolas Hervé, David Doukhan
2024 A conf
Gender Representation in TV and Radio: Automatic Information Extraction methods versus Manual Analyses.
INTERSPEECH
David Doukhan, Lena Dodson, Manon Conan, Valentin Pelloin, Aurélien Clamouse, Mélina Lepape, Géraldine Van Hille, Cécile Méadel, Marlène Coulomb-Gully
2024 J jnl
Gender Representation in TV and Radio: Automatic Information Extraction methods versus Manual Analyses.
CoRR
David Doukhan, Lena Dodson, Manon Conan, Valentin Pelloin, Aurélien Clamouse, Mélina Lepape, Géraldine Van Hille, Cécile Méadel, Marlène Coulomb-Gully
2024 — —
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).
Valentin Pelloin
2022 A conf
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks.
INTERSPEECH
Valentin Pelloin, Franck Dary, Nicolas Hervé, Benoît Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier
2022 J jnl
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks.
CoRR
Valentin Pelloin, Franck Dary, Nicolas Hervé, Benoît Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier
2022 B conf
Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding.
LREC
Salima Mdhaffar, Valentin Pelloin, Antoine Caubrière, Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estève
2022 — conf
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding.
SLT
Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève
2022 J jnl
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding.
CoRR
Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève
2022 B conf
The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools.
LREC
Gaëlle Laperrière, Valentin Pelloin, Antoine Caubrière, Salima Mdhaffar, Nathalie Camelin, Sahar Ghannay, Bassam Jabaian, Yannick Estève
2021 Misc conf
End2End Acoustic to Semantic Transduction.
ICASSP
Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier
2021 J jnl
End2End Acoustic to Semantic Transduction.
CoRR
Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier
2020 — conf
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)
Valentin Pelloin, Thibault Prouteau