Gaëlle Laperrière

20 papers A 2B 2Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
In-Domain SSL Pre-training and Streaming ASR: Application to Air Traffic Control Communications.
SPECOM (2)
Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Ryan Whetten, Audrey Galametz, Catherine Kobus, Marion-Cécile Martin, Jo Oleiwan, Yannick Estève
2025 J jnl
In-domain SSL pre-training and streaming ASR.
CoRR
Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Ryan Whetten, Audrey Galametz, Catherine Kobus, Marion-Cécile Martin, Jo Oleiwan, Yannick Estève
2024 A conf
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding.
INTERSPEECH
Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Yannick Estève
2024 J jnl
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding.
CoRR
Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Yannick Estève
2024 — —
Compréhension de la parole dans un contexte multilingue. (Spoken Language Understanding in a multilingual context).
Gaëlle Laperrière
2024 — conf
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark.
LREC/COLING
Nadège Alavoine, Gaëlle Laperrière, Christophe Servan, Sahar Ghannay, Sophie Rosset
2024 J jnl
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark.
CoRR
Nadège Alavoine, Gaëlle Laperrière, Christophe Servan, Sahar Ghannay, Sophie Rosset
2024 — conf
Nouvelle tâche sémantique pour le corpus de compréhension de parole en français MEDIA.
TALN (JEP)
Nadège Alavoine, Gaëlle Laperrière, Christophe Servan, Sahar Ghannay, Sophie Rosset
2024 J jnl
Open-Source Conversational AI with SpeechBrain 1.0.
CoRR
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2024 J jnl
Open-Source Conversational AI with SpeechBrain 1.0.
J. Mach. Learn. Res.
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Ha Nguyen, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2023 — conf
ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks.
IWSLT@ACL
Antoine Laurent, Souhir Gahbiche, Ha Nguyen, Haroun Elleuch, Fethi Bougares, Antoine Thiol, Hugo Riguidel, Salima Mdhaffar, Gaëlle Laperrière, Lucas Maison, Sameer Khurana, Yannick Estève
2023 A conf
Semantic Enrichment Towards Efficient Speech Representations.
INTERSPEECH
Gaëlle Laperrière, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estève
2023 J jnl
Semantic enrichment towards efficient speech representations.
CoRR
Gaëlle Laperrière, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estève
2023 — conf
Specialized Semantic Enrichment of Speech Representations.
ICASSP Workshops
Gaëlle Laperrière, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estève
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 — 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