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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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SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation


May 17, 2022
Sameer Khurana, Antoine Laurent, James Glass


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ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks


May 04, 2022
Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève

* IWSLT 2022 system paper 

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Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0


Oct 07, 2021
Sameer Khurana, Antoine Laurent, James Glass


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End-to-end speaker segmentation for overlap-aware resegmentation


Apr 08, 2021
Hervé Bredin, Antoine Laurent

* Submitted to Interspeech 2021 

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End2End Acoustic to Semantic Transduction


Feb 01, 2021
Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier

* Accepted at IEEE ICASSP 2021 

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CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning


Jun 04, 2020
Sameer Khurana, Antoine Laurent, James Glass

* submitted to INTERSPEECH 

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A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning


Jun 03, 2020
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James Glass

* Submitted to Interspeech 2020 

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Robust Training of Vector Quantized Bottleneck Models


May 18, 2020
Adrian Łańcucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent

* Published at IJCNN 2020 

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Recent Advances in End-to-End Spoken Language Understanding


Sep 29, 2019
Natalia Tomashenko, Antoine Caubriere, Yannick Esteve, Antoine Laurent, Emmanuel Morin


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