2024
TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding (paper will be available in the LREC proceedings in May)
Salima Mdhaffar, Fethi Bougares, Renato De Mori, Salah Zaiem, Mirco Ravanelli, Yannick Estève
LREC-COLING 2024
2023
Towards End-to-end Speech-to-text Summarization (PDF)
Raul Monteiro, Diogo Pernes
Publication in a Conference Proceeding, TSD2023
RIGA at SemEval-2023 Task 2: NER Enhanced with GPT-3 (PDF)
Eduards Mukans, Guntis Barzdins
Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jerôme Goulian, Benjamin Lecouteux, Francois Portet, Solange Rossato, Fa- bien Ringeval, Didier Schwab, Laurent Besacier
Computer Speech & Language
Enhancing expressivity transfer in textless speech-to-speech translation (PDF)
Jarod Duret, Benjamin O’Brien, Yannick Estève, Titouan Parcollet
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
ON-TRAC consortium systems for the IWSLT 2023 dialectal and low-resource speech translation tasks (PDF)
Antoine Laurent, Souhir Gahbiche, Ha Nguyen, Haroun Elleuch, Fethi Bougares, Antoine Thiol, Hugo Riguidel, Salima Mdhaffar, Gaëlle Laperrière, Lucas Maison, Sameer Khurana, Yannick Esteve
International Conference on Spoken Language Translation (IWSLT) 2023
Specialized Semantic Enrichment of Speech Representations
Gaëlle Laperrière, Ha Nguyen, Sahar Ghannay, Bassam Jabaian, Yannick Estève
IEEE ICASSP 2023 workshop on Self-supervision in Audio, Speech and Beyond
Federated Learning for ASR based on Wav2vec 2.0 (PDF)
Tuan Nguyen, Salima Mdhaffar, Natalia Tomashenko, Jean-François Bonastre, Yannick Estève
2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Learning multilingual expressive speech representation for prosody prediction without parallel data
Jarod Duret, Titouan Parcollet, Yannick Estève
12th ISCA Speech Synthesis Workshop (SSW2023)
Supervising the Centroid Baseline for Extractive Multi-Document Summarization
Simão Gonçalves, Gonçalo Correia, Diogo Pernes, and Afonso Mendes
In Proceedings of the 4th New Frontiers in Summarization Workshop, pages 87–96, Singapore, Association for Computational Linguistics
2022
Metamodel Specialisation based Tool Extension (PDF)
Paulis Barzdins, Audris Kalnins, Edgars Celms, Janis Barzdins, Arturs Sprogis, Mikus Grasmanis, Sergejs Rikacovs, Guntis Barzdins
Baltic J. Modern Computing, Vol.10, No. 1, 17-35, https://doi.org/10.22364/bjmc.2022.10.1.02
Salima Mdhaffar, Valentin Pelloin, Antoine Caubrière, Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estève
Publication in a Conference Proceeding, LREC 2022
Gaëlle Laperrière, Valentin Pelloin, Antoine Caubrière, Salima Mdhaffar, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estève
Publication in a Conference Proceeding, LREC 2022
Speech Resources in the Tamasheq Language (PDF)
Marcely Zanon Boito, Fethi Bougares, Florentin Barbier, Souhir Gahbiche, Loïc Barrault, Mickael Rouvier, Yannick Estève
Publication in a Conference Proceeding, LREC 2022
Le benchmark MEDIA revisité : données, outils et évaluation dans un contexte d’apprentissage profond
Gaëlle Laperrière, Valentin Pelloin, Antoine Caubrière, Salima Mdhaffar, Nathalie Camelin, Sahar Ghannay, Bassam Jabaian, Yannick Estève
Publication in a Conference Proceeding, JEP 2022
LeBenchmark, un référentiel d’évaluation pour le français oral (PDF)
Hang Le, Sina Alisamir, Marco Dinarelli, Fabien Ringeval, Solène Evain, Ha Nguyen, Marcely Zanon Boito, Salima Mdhaffar, Ziyi Tong, Natalia Tomashenko, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Didier Schwab and Laurent Besacier
Publication in a Conference Proceeding, JEP 2022
Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en français
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab and Laurent Besacier
Publication in a Conference Proceeding, JEP 2022
ON-TRAC Consortium Systems for the IWSLT 2022: Dialect and Low-resource Speech Translation Tasks
Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève
Publication in a Conference Proceeding, IWSLT 2022
Findings of the IWSLT 2022 Evaluation Campaign
Antonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondřej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vĕra Kloudová, Surafel Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nǎdejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe
Publication in a Conference Proceeding, IWSLT 2022
Simplifying Multilingual News Clustering Through Projection From a Shared Space
João Santos, Afonso Mendes and Sebastião Miranda
Publication in a Conference Proceeding, ECIR 2022
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems
Marcely Zanon Boito, Laurent Besacier, Natalia Tomashenko, Yannick Estève
Publication in a Conference Proceeding, INTERSPEECH 2022
∞-former: Infinite Memory Transformer
Pedro Henrique Martins, Zita Marinho, Andre Martins
Publication in a Conference Proceeding, ACL 2022
End-to-end model for named entity recognition from speech without paired training data
Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estève
Publication in a Conference Proceeding, INTERSPEECH 2022
RIGA at SemEval-2022 Task 1: Scaling Recurrent Neural Networks for CODWOE Dictionary Modeling
Eduards Mukans, Gus Strazds, Guntis Barzdins
Publication in a Conference Proceeding, SemEval-2022
RUTA: MED – Dual Workflow Medical Speech Transcription Pipeline and Editor
Arturs Znotins, Roberts Dargis, Normunds Gruzitis, Guntis Barzdins, Didzis Gosko
Publication in a Conference Proceeding, NLDB 2022
On the Use of Semantically Aligned Speech Representations for Spoken Language Understanding (PDF)
Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève
Publication in a Workshop, SLT 2022
Improving abstractive summarization with energy-based re-ranking
Diogo Pernes, Afonso Mendes, André F.T. Martins
Publication in a Workshop, GEM workshop at EMNLP 2022
2021
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark (PDF)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
Proc. Interspeech 2021, 1439-1443, doi: 10.21437/Interspeech.2021-556
Where are we in semantic concept extraction for Spoken Language Understanding? (PDF)
Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève
Speech and Computer: 23rd International Conference, SPECOM 2021, St. Petersburg, Russia, September 27–30, 2021, Proceedings
Priberam Labs at the 3rd Shared Task on SlavNER (PDF)
Pedro Ferreira, Rúben Cardoso, Afonso Mendes
Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing