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Gaëlle Laperrière
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2020 – today
- 2024
- [c8]Nadège Alavoine, Gaëlle Laperrière, Christophe Servan, Sahar Ghannay, Sophie Rosset:
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark. LREC/COLING 2024: 12227-12246 - [i6]Nadège Alavoine, Gaëlle Laperrière, Christophe Servan, Sahar Ghannay, Sophie Rosset:
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark. CoRR abs/2403.19727 (2024) - [i5]Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Yannick Estève:
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding. CoRR abs/2406.12141 (2024) - [i4]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:
Open-Source Conversational AI with SpeechBrain 1.0. CoRR abs/2407.00463 (2024) - 2023
- [c7]Gaëlle Laperrière, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estève:
Specialized Semantic Enrichment of Speech Representations. ICASSP Workshops 2023: 1-5 - [c6]Gaëlle Laperrière, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estève:
Semantic Enrichment Towards Efficient Speech Representations. INTERSPEECH 2023: 705-709 - [c5]Antoine Laurent, Souhir Gahbiche, Ha Nguyen, Haroun Elleuch, Fethi Bougares, Antoine Thiol, Hugo Riguidel, Salima Mdhaffar, Gaëlle Laperrière, Lucas Maison, Sameer Khurana, Yannick Estève:
ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks. IWSLT@ACL 2023: 219-226 - [i3]Gaëlle Laperrière, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estève:
Semantic enrichment towards efficient speech representations. CoRR abs/2307.01323 (2023) - 2022
- [c4]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: 1595-1602 - [c3]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: 2949-2956 - [c2]Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève:
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding. SLT 2022: 361-368 - [i2]Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève:
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding. CoRR abs/2210.05291 (2022) - 2021
- [c1]Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar
, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève:
Where Are We in Semantic Concept Extraction for Spoken Language Understanding? SPECOM 2021: 202-213 - [i1]Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève:
Where are we in semantic concept extraction for Spoken Language Understanding? CoRR abs/2106.13045 (2021)
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