Antoine Caubrière

According to our database, Antoine Caubrière authored at least 20 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Africa-Centric Self-Supervised Pre-Training for Multilingual Speech Representation in a Sub-Saharan Context.

Antoine Caubrière, Elodie Gauthier

CoRR, 2024

Représentation de la parole multilingue par apprentissage auto-supervisé dans un contexte subsaharien.

Antoine Caubrière, Elodie Gauthier

Proceedings of the Actes des 35èmes Journées d'Études sur la Parole, 2024

2022

Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding.

Salima Mdhaffar, Valentin Pelloin, Antoine Caubrière, Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estève

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools.

Gaëlle Laperrière, Valentin Pelloin, Antoine Caubrière, Salima Mdhaffar, Nathalie Camelin, Sahar Ghannay, Bassam Jabaian, Yannick Estève

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

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

PhD thesis, 2021

Where Are We in Semantic Concept Extraction for Spoken Language Understanding?

Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève

Proceedings of the Speech and Computer - 23rd International Conference, 2021

End2End Acoustic to Semantic Transduction.

Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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 ?).

Antoine Caubrière, Sophie Rosset, Yannick Estève, Antoine Laurent, Emmanuel Morin

Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

Where are we in Named Entity Recognition from Speech?

Antoine Caubrière, Sophie Rosset, Yannick Estève, Antoine Laurent, Emmanuel Morin

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020.

Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Confidence Measure for Speech-to-Concept End-to-End Spoken Language Understanding.

Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Dialogue History Integration into End-to-End Signal-to-Concept Spoken Language Understanding Systems.

Natalia A. Tomashenko, Christian Raymond, Antoine Caubrière, Renato De Mori, Yannick Estève

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Error Analysis Applied to End-to-End Spoken Language Understanding.

Antoine Caubrière, Sahar Ghannay, Natalia A. Tomashenko, Renato De Mori, Antoine Laurent, Emmanuel Morin, Yannick Estève

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task.

Ha Nguyen, Natalia A. Tomashenko, Marcely Zanon Boito, Antoine Caubrière, Fethi Bougares, Mickael Rouvier, Laurent Besacier, Yannick Estève

CoRR, 2019

Curriculum d'apprentissage : reconnaissance d'entités nommées pour l'extraction de concepts sémantiques (Curriculum learning : named entity recognition for semantic concept extraction).

Antoine Caubrière, Natalia A. Tomashenko, Yannick Estève, Antoine Laurent, Emmanuel Morin

Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume I : Articles longs, 2019

Recent Advances in End-to-End Spoken Language Understanding.

Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin

Proceedings of the Statistical Language and Speech Processing, 2019

Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech.

Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability.

Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

End-to-end named entity extraction from speech.

Sahar Ghannay, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin

CoRR, 2018

End-To-End Named Entity And Semantic Concept Extraction From Speech.

Sahar Ghannay, Antoine Caubrière, Yannick Estève, Nathalie Camelin, Edwin Simonnet, Antoine Laurent, Emmanuel Morin

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018