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Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation



Sravya Popuri , Peng-Jen Chen , Changhan Wang , Juan Pino , Yossi Adi , Jiatao Gu , Wei-Ning Hsu , Ann Lee

* Submitted to Interspeech 2022 

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Textless Speech-to-Speech Translation on Real Data



Ann Lee , Hongyu Gong , Paul-Ambroise Duquenne , Holger Schwenk , Peng-Jen Chen , Changhan Wang , Sravya Popuri , Juan Pino , Jiatao Gu , Wei-Ning Hsu


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Direct simultaneous speech to speech translation



Xutai Ma , Hongyu Gong , Danni Liu , Ann Lee , Yun Tang , Peng-Jen Chen , Wei-Ning Hsu , Kenneth Heafield , Phillip Koehn , Juan Pino


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fairseq S^2: A Scalable and Integrable Speech Synthesis Toolkit



Changhan Wang , Wei-Ning Hsu , Yossi Adi , Adam Polyak , Ann Lee , Peng-Jen Chen , Jiatao Gu , Juan Pino

* Accepted to EMNLP 2021 Demo 

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Direct speech-to-speech translation with discrete units



Ann Lee , Peng-Jen Chen , Changhan Wang , Jiatao Gu , Xutai Ma , Adam Polyak , Yossi Adi , Qing He , Yun Tang , Juan Pino , Wei-Ning Hsu


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The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation



Naman Goyal , Cynthia Gao , Vishrav Chaudhary , Peng-Jen Chen , Guillaume Wenzek , Da Ju , Sanjana Krishnan , Marc'Aurelio Ranzato , Francisco Guzman , Angela Fan


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Facebook AI's WMT20 News Translation Task Submission



Peng-Jen Chen , Ann Lee , Changhan Wang , Naman Goyal , Angela Fan , Mary Williamson , Jiatao Gu


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Multilingual Translation with Extensible Multilingual Pretraining and Finetuning



Yuqing Tang , Chau Tran , Xian Li , Peng-Jen Chen , Naman Goyal , Vishrav Chaudhary , Jiatao Gu , Angela Fan

* 10 pages (main) + 5 pages (appendices). 9 tables and 2 figures 

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Facebook AI's WAT19 Myanmar-English Translation Task Submission



Peng-Jen Chen , Jiajun Shen , Matt Le , Vishrav Chaudhary , Ahmed El-Kishky , Guillaume Wenzek , Myle Ott , Marc'Aurelio Ranzato

* The 6th Workshop on Asian Translation 

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The Source-Target Domain Mismatch Problem in Machine Translation



Jiajun Shen , Peng-Jen Chen , Matt Le , Junxian He , Jiatao Gu , Myle Ott , Michael Auli , Marc'Aurelio Ranzato


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