Publications

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


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, Bassam Jabaian, Nathalie Camelin, Yannick Estève

Publication in a Conference Proceeding, LREC 2022


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, 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

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


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


LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech (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

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