| 2026 | LREC | Forewarned Is Forearmed: When Non-Sequential Embedding Turns into an Anomaly Detector. | Elys Allesiardo, Antoine Caubrire, Valentin Vielzeuf |
| 2026 | LREC | The Speech-LLM Takes It All: A Truly Fully End-to-End Spoken Dialog State Tracking Approach. | Nizar El Ghazal, Antoine Caubrire, Valentin Vielzeuf |
| 2022 | LREC | The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools. | Galle Laperrire, Valentin Pelloin, Antoine Caubrire, Salima Mdhaffar, Nathalie Camelin, Sahar Ghannay, Bassam Jabaian, Yannick Estve |
| 2022 | LREC | Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding. | Salima Mdhaffar, Valentin Pelloin, Antoine Caubrire, Galle Laperrire, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estve |
| 2021 | ICASSP | End2End Acoustic to Semantic Transduction. | Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrire, Yannick Estve, Sylvain Meignier |
| 2020 | ICASSP | Error Analysis Applied to End-to-End Spoken Language Understanding. | Antoine Caubrire, Sahar Ghannay, Natalia A. Tomashenko, Renato De Mori, Antoine Laurent, Emmanuel Morin, Yannick Estve |
| 2020 | ICASSP | Dialogue History Integration into End-to-End Signal-to-Concept Spoken Language Understanding Systems. | Natalia A. Tomashenko, Christian Raymond, Antoine Caubrire, Renato De Mori, Yannick Estve |
| 2020 | Interspeech | Confidence Measure for Speech-to-Concept End-to-End Spoken Language Understanding. | Antoine Caubrire, Yannick Estve, Antoine Laurent, Emmanuel Morin |
| 2020 | LREC | Where are we in Named Entity Recognition from Speech? | Antoine Caubrire, Sophie Rosset, Yannick Estve, Antoine Laurent, Emmanuel Morin |
| 2019 | Interspeech | Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability. | Antoine Caubrire, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estve |
| 2019 | Interspeech | Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech. | Natalia A. Tomashenko, Antoine Caubrire, Yannick Estve |