Antoine Caubrière

28 papers A 3B 3Misc 3Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Scaling HuBERT for African Languages: From Base to Large and XL.
CoRR
Antoine Caubrière, Elodie Gauthier
2025 J jnl
The Speech-LLM Takes It All: A Truly Fully End-to-End Spoken Dialogue State Tracking Approach.
CoRR
Nizar El Ghazal, Antoine Caubrière, Valentin Vielzeuf
2024 J jnl
Africa-Centric Self-Supervised Pre-Training for Multilingual Speech Representation in a Sub-Saharan Context.
CoRR
Antoine Caubrière, Elodie Gauthier
2024 — conf
Représentation de la parole multilingue par apprentissage auto-supervisé dans un contexte subsaharien.
TALN (JEP)
Antoine Caubrière, Elodie Gauthier
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 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 — —
Du signal au concept : réseaux de neurones profonds appliqués à la compréhension de la parole. (From signal to concept: Deep neural networks applied to spoken language understanding).
Antoine Caubrière
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
2021 — conf
Where Are We in Semantic Concept Extraction for Spoken Language Understanding?
SPECOM
Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève
2021 J jnl
Where are we in semantic concept extraction for Spoken Language Understanding?
CoRR
Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève
2020 A conf
Confidence Measure for Speech-to-Concept End-to-End Spoken Language Understanding.
INTERSPEECH
Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin
2020 Misc conf
Dialogue History Integration into End-to-End Signal-to-Concept Spoken Language Understanding Systems.
ICASSP
Natalia A. Tomashenko, Christian Raymond, Antoine Caubrière, Renato De Mori, Yannick Estève
2020 J jnl
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems.
CoRR
Natalia A. Tomashenko, Christian Raymond, Antoine Caubrière, Renato De Mori, Yannick Estève
2020 Misc conf
Error Analysis Applied to End-to-End Spoken Language Understanding.
ICASSP
Antoine Caubrière, Sahar Ghannay, Natalia A. Tomashenko, Renato De Mori, Antoine Laurent, Emmanuel Morin, Yannick Estève
2020 — conf
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020.
IWSLT
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier
2020 J jnl
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020.
CoRR
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier
2020 — conf
Où en sommes-nous dans la reconnaissance des entités nommées structurées à partir de la parole ? (Where are we in Named Entity Recognition from speech ?).
JEP-TALN-RECITAL (1)
Antoine Caubrière, Sophie Rosset, Yannick Estève, Antoine Laurent, Emmanuel Morin
2020 B conf
Where are we in Named Entity Recognition from Speech?
LREC
Antoine Caubrière, Sophie Rosset, Yannick Estève, Antoine Laurent, Emmanuel Morin
2019 — conf
Curriculum d'apprentissage : reconnaissance d'entités nommées pour l'extraction de concepts sémantiques (Curriculum learning : named entity recognition for semantic concept extraction).
PFIA (Articles longs)
Antoine Caubrière, Natalia A. Tomashenko, Yannick Estève, Antoine Laurent, Emmanuel Morin
2019 A conf
Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability.
INTERSPEECH
Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève
2019 J jnl
Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability.
CoRR
Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève
2019 A conf
Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech.
INTERSPEECH
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève
2019 J jnl
ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task.
CoRR
Ha Nguyen, Natalia A. Tomashenko, Marcely Zanon Boito, Antoine Caubrière, Fethi Bougares, Mickael Rouvier, Laurent Besacier, Yannick Estève
2019 — conf
Recent Advances in End-to-End Spoken Language Understanding.
SLSP
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin
2019 J jnl
Recent Advances in End-to-End Spoken Language Understanding.
CoRR
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin
2018 — conf
End-To-End Named Entity And Semantic Concept Extraction From Speech.
SLT
Sahar Ghannay, Antoine Caubrière, Yannick Estève, Nathalie Camelin, Edwin Simonnet, Antoine Laurent, Emmanuel Morin
2018 J jnl
End-to-end named entity extraction from speech.
CoRR
Sahar Ghannay, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin