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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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UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units


Dec 15, 2022
Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino

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* Early draft. Work in progress 

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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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Bridging Speech and Textual Pre-trained Models with Unsupervised ASR


Nov 06, 2022
Jiatong Shi, Chan-Jan Hsu, Holam Chung, Dongji Gao, Paola Garcia, Shinji Watanabe, Ann Lee, Hung-yi Lee

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* ICASSP2023 submission 

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On The Robustness of Self-Supervised Representations for Spoken Language Modeling


Sep 30, 2022
Itai Gat, Felix Kreuk, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi

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


Apr 06, 2022
Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee

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* Submitted to Interspeech 2022 

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textless-lib: a Library for Textless Spoken Language Processing


Feb 15, 2022
Eugene Kharitonov, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Paden Tomasello, Ann Lee, Ali Elkahky, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi

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* The library is available here https://github.com/facebookresearch/textlesslib/ 

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Flashlight: Enabling Innovation in Tools for Machine Learning


Jan 29, 2022
Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert

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Textless Speech-to-Speech Translation on Real Data


Dec 15, 2021
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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