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Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised Learning for Text-To-Speech


Oct 27, 2022
Takaaki Saeki, Heiga Zen, Zhehuai Chen, Nobuyuki Morioka, Gary Wang, Yu Zhang, Ankur Bapna, Andrew Rosenberg, Bhuvana Ramabhadran

* Submitted to ICASSP 2023 

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Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR


Oct 18, 2022
Zhehuai Chen, Ankur Bapna, Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Pedro Moreno, Nanxin Chen

* Accepted by SLT 2022 

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JOIST: A Joint Speech and Text Streaming Model For ASR


Oct 13, 2022
Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman


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SQuId: Measuring Speech Naturalness in Many Languages


Oct 12, 2022
Thibault Sellam, Ankur Bapna, Joshua Camp, Diana Mackinnon, Ankur P. Parikh, Jason Riesa


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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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Building Machine Translation Systems for the Next Thousand Languages


May 16, 2022
Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes

* V2: updated with some details from 24-language Google Translate launch in May 2022 

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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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MAESTRO: Matched Speech Text Representations through Modality Matching


Apr 07, 2022
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro Moreno, Ankur Bapna, Heiga Zen

* Submitted to Interspeech 2022 

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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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Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation


Mar 15, 2022
Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey

* ACL 2022 

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