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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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FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation


Oct 01, 2022
Parker Riley, Timothy Dozat, Jan A. Botha, Xavier Garcia, Dan Garrette, Jason Riesa, Orhan Firat, Noah Constant

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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

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* 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

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

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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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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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Improving Multilingual Models with Language-Clustered Vocabularies


Oct 24, 2020
Hyung Won Chung, Dan Garrette, Kiat Chuan Tan, Jason Riesa

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* Published in the main conference of EMNLP 2020 

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Finding Fast Transformers: One-Shot Neural Architecture Search by Component Composition


Aug 15, 2020
Henry Tsai, Jayden Ooi, Chun-Sung Ferng, Hyung Won Chung, Jason Riesa

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Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation


Sep 01, 2019
Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman

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