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Pre-training for Speech Translation: CTC Meets Optimal Transport


Jan 27, 2023
Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab

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A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation


Jan 25, 2023
Wen-Chin Huang, Benjamin Peloquin, Justine Kao, Changhan Wang, Hongyu Gong, Elizabeth Salesky, Yossi Adi, Ann Lee, Peng-Jen Chen

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* This is the full version of our submission to ICASSP 2023 

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Speech-to-Speech Translation For A Real-world Unwritten Language


Nov 11, 2022
Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Pino, Wei-Ning Hsu, Ann Lee

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SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations


Nov 08, 2022
Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswani, Changhan Wang, Juan Pino, Benoît Sagot, Holger Schwenk

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* 18 pages 

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Improving Speech-to-Speech Translation Through Unlabeled Text


Oct 26, 2022
Xuan-Phi Nguyen, Sravya Popuri, Changhan Wang, Yun Tang, Ilia Kulikov, Hongyu Gong

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T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation


May 24, 2022
Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk

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Unified Speech-Text Pre-training for Speech Translation and Recognition


Apr 11, 2022
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino

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* ACL 2022 main conference 

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Efficient Language Modeling with Sparse all-MLP


Mar 16, 2022
Ping Yu, Mikel Artetxe, Myle Ott, Sam Shleifer, Hongyu Gong, Ves Stoyanov, Xian Li

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Idiomatic Expression Paraphrasing without Strong Supervision


Dec 16, 2021
Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat

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