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FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech


May 25, 2022
Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna


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XTREME-S: Evaluating Cross-lingual Speech Representations


Apr 13, 2022
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan Van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson

* Minor fix: language code for Filipino (Tagalog), "tg" -> "tl" 

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Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation


Mar 24, 2022
Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobuyuki Morioka

* Submitted to Interspeech 2022 

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mSLAM: Massively multilingual joint pre-training for speech and text


Feb 03, 2022
Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau


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XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale


Nov 19, 2021
Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli


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SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training


Oct 20, 2021
Ankur Bapna, Yu-an Chung, Nan Wu, Anmol Gulati, Ye Jia, Jonathan H. Clark, Melvin Johnson, Jason Riesa, Alexis Conneau, Yu Zhang


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Improved Language Identification Through Cross-Lingual Self-Supervised Learning


Aug 04, 2021
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli

* Submitted to ASRU 2021 

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Unsupervised Speech Recognition


May 24, 2021
Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli


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Larger-Scale Transformers for Multilingual Masked Language Modeling


May 02, 2021
Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau

* 4 pages 

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