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ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks


Jul 05, 2022
Valentin Pelloin, Franck Dary, Nicolas Herve, Benoit Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier

* Interspeech 2022 (Camera Ready) 

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BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model


Jul 04, 2022
Brooke Stephenson, Laurent Besacier, Laurent Girin, Thomas Hueber

* 5 pages 

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What Do Compressed Multilingual Machine Translation Models Forget?


May 22, 2022
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier

* 20 pages, 12 Figures, 9 Tables 

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A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems


Apr 04, 2022
Marcely Zanon Boito, Laurent Besacier, Natalia Tomashenko, Yannick Estève

* submitted to INTERSPEECH 2022 

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Multilingual Unsupervised Neural Machine Translation with Denoising Adapters


Oct 20, 2021
Ahmet Üstün, Alexandre Bérard, Laurent Besacier, Matthias Gallé

* Accepted as a long paper to EMNLP 2021 

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On the Evaluation of Machine Translation for Terminology Consistency


Jun 24, 2021
Md Mahfuz ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina

* preprint 

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Spoken Term Detection Methods for Sparse Transcription in Very Low-resource Settings


Jun 11, 2021
Éric Le Ferrand, Steven Bird, Laurent Besacier


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Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings


Jun 08, 2021
Marcely Zanon Boito, Bolaji Yusuf, Lucas Ondel, Aline Villavicencio, Laurent Besacier


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Lightweight Adapter Tuning for Multilingual Speech Translation


Jun 02, 2021
Hang Le, Juan Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier

* Accepted at ACL-IJCNLP 2021 

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