Gaelle Laperriere

Doctorante au LIA en Compréhension de la Parole multilingue
12
Documents
Affiliations actuelles
  • Laboratoire Informatique d'Avignon (LIA)
  • Laboratoire Interdisciplinaire des Sciences du Numérique (LISN)
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Publications

Publications

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Nouvelle tâche sémantique pour le corpus de compréhension de parole en français MEDIA

Nadège Alavoine , Gaëlle Laperrière , Christophe Servan , Sahar Ghannay , Sophie Rosset

35èmes Journées d'Études sur la Parole (JEP 2024), Jul 2024, Toulouse, France. pp.470-480

Communication dans un congrès hal-04623097v1
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New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark

Nadège Alavoine , Gaëlle Laperriere , Christophe Servan , Sahar Ghannay , Sophie Rosset

The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), May 2024, Torino, Italy. pp.12227-12246

Communication dans un congrès hal-04523286v1
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A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding

Gaëlle Laperrière , Sahar Ghannay , Bassam Jabaian , Yannick Estève

Interspeech 2024, Sep 2024, Kos, Greece

Communication dans un congrès hal-04615074v1

Specialized Semantic Enrichment of Speech Representations

G. Laperrière , Ha Nguyen , Sahar Ghannay , Bassam Jabaian , Yannick Estève

2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSPW59220.2023.10193452⟩

Communication dans un congrès hal-04425710v1
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ON-TRAC consortium systems for the IWSLT 2023 dialectal and low-resource speech translation tasks

Antoine Laurent , Souhir Gahbiche , Ha Nguyen , Haroun Elleuch , Fethi Bougares et al.

International Conference on Spoken Language Translation (IWSLT) 2023, Jul 2023, Toronto, Canada

Communication dans un congrès hal-04155208v1
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On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding

Gaelle Laperriere , Valentin Pelloin , Mickael Rouvier , Themos Stafylakis , Yannick Esteve

2022 IEEE Spoken Language Technology Workshop (SLT), Jan 2023, Doha, Qatar. pp.361-368, ⟨10.1109/SLT54892.2023.10023013⟩

Communication dans un congrès hal-04155025v1
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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 et al.

LREC 2022 - 13th Language Resources and Evaluation Conference, Jun 2022, Marseille, France. pp.2949‑2956

Communication dans un congrès hal-03706925v1
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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 et al.

LREC 2022 - 13th Language Resources and Evaluation Conference, Jun 2022, Marseille, France. pp.1595‑1602

Communication dans un congrès hal-03706938v1
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Le benchmark MEDIA revisité : données, outils et évaluation dans un contexte d'apprentissage profond

Gaëlle Laperrière , Valentin Pelloin , Antoine Caubrière , Salima Mdhaffar , Nathalie Camelin et al.

XXXIVe Journées d'Études sur la Parole -- JEP 2022, Jun 2022, île de Noirmoutier, France. pp.481-490, ⟨10.21437/JEP.2022-51⟩

Communication dans un congrès hal-03770588v1
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Where are we in semantic concept extraction for Spoken Language Understanding? ⋆

Sahar Ghannay , Antoine Caubrière , Salima Mdhaffar , Gaëlle Laperrière , Bassam Jabaian et al.

SPECOM 2021 23rd International Conference on Speech and Computer, Sep 2021, Saint Petersburg, Russia

Communication dans un congrès hal-03372494v1