Valentin Pelloin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Language Understanding

Automatic Classification

Impact Analysis

Automatic Speech Recognition

Top Venues

Publications

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 (2024)
David Doukhan, Leslie L. 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 (2024)
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 (2022)
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)
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)
Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding. SLT (2022)
Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding. CoRR (2022)
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)
Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier
End2End Acoustic to Semantic Transduction. CoRR (2021)
Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier
End2End Acoustic to Semantic Transduction. ICASSP (2021)
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)