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ORCIDChanghan Wang
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Publications
- 2024
[c45]HyoJung Han, Mohamed Anwar, Juan Pino, Wei-Ning Hsu, Marine Carpuat, Bowen Shi, Changhan Wang:
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception. ACL (1) 2024: 12896-12911- [i42]HyoJung Han, Mohamed Anwar, Juan Pino, Wei-Ning Hsu, Marine Carpuat, Bowen Shi, Changhan Wang:
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception. CoRR abs/2403.14402 (2024) - [i41]Yejin Lee, Anna Y. Sun, Basil Hosmer, Bilge Acun, Can Balioglu, Changhan Wang, Charles David Hernandez, Christian Puhrsch, Daniel Haziza, Driss Guessous, Francisco Massa, Jacob Kahn, Jeffrey Wan, Jeremy Reizenstein, Jiaqi Zhai, Joe Isaacson, Joel Schlosser, Juan Pino, Kaushik Ram Sadagopan, Leonid Shamis, Linjian Ma, Min-Jae Hwang, Mingda Chen, Mostafa Elhoushi, Pedro Rodriguez, Ram Pasunuru, Scott Yih, Sravya Popuri, Xing Liu, Carole-Jean Wu:
Characterizing and Efficiently Accelerating Multimodal Generation Model Inference. CoRR abs/2410.00215 (2024) - 2023
- [c44]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:
Speech-to-Speech Translation for a Real-world Unwritten Language. ACL (Findings) 2023: 4969-4983 - [c43]Changhan Wang, Hirofumi Inaguma, Peng-Jen Chen, Ilia Kulikov, Yun Tang, Wei-Ning Hsu, Michael Auli, Juan Pino:
Simple and Effective Unsupervised Speech Translation. ACL (1) 2023: 10771-10784 - [c41]Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino:
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units. ACL (1) 2023: 15655-15680 - [c40]Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Pino, Benoît Sagot, Holger Schwenk:
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. ACL (1) 2023: 16251-16269 - [c37]Jiatong Shi, Yun Tang, Ann Lee, Hirofumi Inaguma, Changhan Wang, Juan Pino, Shinji Watanabe
:
Enhancing Speech-To-Speech Translation with Multiple TTS Targets. ICASSP 2023: 1-5 - [c36]Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab:
Pre-training for Speech Translation: CTC Meets Optimal Transport. ICML 2023: 18667-18685 - [c35]Mohamed Anwar, Bowen Shi, Vedanuj Goswami, Wei-Ning Hsu, Juan Pino, Changhan Wang:
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation. INTERSPEECH 2023: 4064-4068 - [i38]Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab:
Pre-training for Speech Translation: CTC Meets Optimal Transport. CoRR abs/2301.11716 (2023) - [i37]Mohamed Anwar, Bowen Shi, Vedanuj Goswami, Wei-Ning Hsu, Juan Pino, Changhan Wang:
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation. CoRR abs/2303.00628 (2023) - [i36]Jiatong Shi, Yun Tang, Ann Lee, Hirofumi Inaguma, Changhan Wang, Juan Pino, Shinji Watanabe:
Enhancing Speech-to-Speech Translation with Multiple TTS Targets. CoRR abs/2304.04618 (2023) - [i35]Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Paul-Ambroise Duquenne, Hady Elsahar, Hongyu Gong, Kevin Heffernan, John Hoffman, Christopher Klaiber, Pengwei Li, Daniel Licht, Jean Maillard, Alice Rakotoarison, Kaushik Ram Sadagopan, Guillaume Wenzek, Ethan Ye, Bapi Akula, Peng-Jen Chen, Naji El Hachem, Brian Ellis, Gabriel Mejia Gonzalez, Justin Haaheim, Prangthip Hansanti, Russ Howes, Bernie Huang, Min-Jae Hwang, Hirofumi Inaguma, Somya Jain, Elahe Kalbassi, Amanda Kallet, Ilia Kulikov, Janice Lam, Daniel Li, Xutai Ma, Ruslan Mavlyutov, Benjamin N. Peloquin, Mohamed Ramadan, Abinesh Ramakrishnan, Anna Y. Sun, Kevin Tran, Tuan Tran, Igor Tufanov, Vish Vogeti, Carleigh Wood, Yilin Yang, Bokai Yu, Pierre Andrews, Can Balioglu, Marta R. Costa-jussà, Onur Celebi, Maha Elbayad, Cynthia Gao, Francisco Guzmán, Justine Kao, Ann Lee, Alexandre Mourachko, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang:
SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. CoRR abs/2308.11596 (2023) - [i34]Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Mark Duppenthaler, Paul-Ambroise Duquenne, Brian Ellis, Hady Elsahar, Justin Haaheim, John Hoffman, Min-Jae Hwang, Hirofumi Inaguma, Christopher Klaiber, Ilia Kulikov, Pengwei Li, Daniel Licht, Jean Maillard, Ruslan Mavlyutov, Alice Rakotoarison, Kaushik Ram Sadagopan, Abinesh Ramakrishnan, Tuan Tran, Guillaume Wenzek, Yilin Yang, Ethan Ye, Ivan Evtimov, Pierre Fernandez, Cynthia Gao, Prangthip Hansanti, Elahe Kalbassi, Amanda Kallet, Artyom Kozhevnikov, Gabriel Mejia Gonzalez, Robin San Roman, Christophe Touret, Corinne Wong, Carleigh Wood, Bokai Yu, Pierre Andrews, Can Balioglu, Peng-Jen Chen, Marta R. Costa-jussà, Maha Elbayad, Hongyu Gong, Francisco Guzmán, Kevin Heffernan, Somya Jain, Justine Kao, Ann Lee, Xutai Ma, Alexandre Mourachko, Benjamin N. Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Y. Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson:
Seamless: Multilingual Expressive and Streaming Speech Translation. CoRR abs/2312.05187 (2023) - 2022
- [c34]Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Miguel Pino:
Unified Speech-Text Pre-training for Speech Translation and Recognition. ACL (1) 2022: 1488-1499 - [c33]Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Sravya Popuri, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Pino, Wei-Ning Hsu:
Direct Speech-to-Speech Translation With Discrete Units. ACL (1) 2022: 3327-3339 - [c31]Danni Liu, Changhan Wang, Hongyu Gong, Xutai Ma, Yun Tang, Juan Miguel Pino:
From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation. INTERSPEECH 2022: 1771-1775 - [c30]Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli:
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. INTERSPEECH 2022: 2278-2282 - [c29]Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee:
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation. INTERSPEECH 2022: 5195-5199 - [c28]Antonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondrej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vera Kloudová, Surafel Melaku Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Miguel Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe:
Findings of the IWSLT 2022 Evaluation Campaign. IWSLT@ACL 2022: 98-157 - [c27]Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Yossi Adi, Juan Miguel Pino, Jiatao Gu, Wei-Ning Hsu:
Textless Speech-to-Speech Translation on Real Data. NAACL-HLT 2022: 860-872 - [i33]Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee:
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation. CoRR abs/2204.02967 (2022) - [i32]Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Miguel Pino:
Unified Speech-Text Pre-training for Speech Translation and Recognition. CoRR abs/2204.05409 (2022) - [i31]Changhan Wang, Hirofumi Inaguma, Peng-Jen Chen, Ilia Kulikov, Yun Tang, Wei-Ning Hsu, Michael Auli, Juan Pino:
Simple and Effective Unsupervised Speech Translation. CoRR abs/2210.10191 (2022) - [i29]Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Miguel Pino, Benoît Sagot, Holger Schwenk:
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. CoRR abs/2211.04508 (2022) - [i28]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 Miguel Pino, Wei-Ning Hsu, Ann Lee:
Speech-to-Speech Translation For A Real-world Unwritten Language. CoRR abs/2211.06474 (2022) - [i26]Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino:
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units. CoRR abs/2212.08055 (2022) - 2021
- [c26]Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Lightweight Adapter Tuning for Multilingual Speech Translation. ACL/IJCNLP (2) 2021: 817-824 - [c25]Xian Li, Changhan Wang, Yun Tang, Chau Tran, Yuqing Tang, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, Michael Auli:
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models. ACL/IJCNLP (1) 2021: 827-838 - [c24]Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Miguel Pino, Emmanuel Dupoux:
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation. ACL/IJCNLP (1) 2021: 993-1003 - [c23]Yun Tang, Juan Miguel Pino, Xian Li, Changhan Wang, Dmitriy Genzel:
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task. ACL/IJCNLP (1) 2021: 4252-4261 - [c22]Changhan Wang, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Ann Lee, Peng-Jen Chen, Jiatao Gu, Juan Pino:
fairseq S\^2: A Scalable and Integrable Speech Synthesis Toolkit. EMNLP (Demos) 2021: 143-152 - [c21]Yun Tang, Juan Miguel Pino, Changhan Wang, Xutai Ma, Dmitriy Genzel:
A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks. ICASSP 2021: 6209-6213 - [c20]Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau:
Large-Scale Self- and Semi-Supervised Learning for Speech Translation. Interspeech 2021: 2242-2246 - [c19]Changhan Wang, Anne Wu, Jiatao Gu, Juan Pino:
CoVoST 2 and Massively Multilingual Speech Translation. Interspeech 2021: 2247-2251 - [c18]Antonios Anastasopoulos, Ondrej Bojar, Jacob Bremerman, Roldano Cattoni, Maha Elbayad, Marcello Federico, Xutai Ma, Satoshi Nakamura, Matteo Negri, Jan Niehues, Juan Miguel Pino, Elizabeth Salesky, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Alex Waibel, Changhan Wang, Matthew Wiesner:
Findings of the IWSLT 2021 Evaluation Campaign. IWSLT 2021: 1-29 - [c17]Yun Tang, Hongyu Gong, Xian Li, Changhan Wang, Juan Miguel Pino, Holger Schwenk, Naman Goyal:
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task. IWSLT 2021: 131-137 - [i25]Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Miguel Pino, Emmanuel Dupoux:
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation. CoRR abs/2101.00390 (2021) - [i24]Changhan Wang, Anne Wu, Juan Miguel Pino, Alexei Baevski, Michael Auli, Alexis Conneau:
Large-Scale Self- and Semi-Supervised Learning for Speech Translation. CoRR abs/2104.06678 (2021) - [i23]Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Lightweight Adapter Tuning for Multilingual Speech Translation. CoRR abs/2106.01463 (2021) - [i22]Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Miguel Pino, Wei-Ning Hsu:
Direct speech-to-speech translation with discrete units. CoRR abs/2107.05604 (2021) - [i21]Yun Tang, Juan Miguel Pino, Xian Li, Changhan Wang, Dmitriy Genzel:
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task. CoRR abs/2107.05782 (2021) - [i20]Yun Tang, Hongyu Gong, Xian Li, Changhan Wang, Juan Miguel Pino, Holger Schwenk, Naman Goyal:
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task. CoRR abs/2107.06959 (2021) - [i19]Changhan Wang, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Ann Lee, Peng-Jen Chen, Jiatao Gu, Juan Miguel Pino:
fairseq S^2: A Scalable and Integrable Speech Synthesis Toolkit. CoRR abs/2109.06912 (2021) - [i18]Danni Liu, Changhan Wang, Hongyu Gong, Xutai Ma, Yun Tang, Juan Miguel Pino:
Incremental Speech Synthesis For Speech-To-Speech Translation. CoRR abs/2110.08214 (2021) - [i17]Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli:
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. CoRR abs/2111.09296 (2021) - [i16]Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Juan Miguel Pino, Jiatao Gu, Wei-Ning Hsu:
Textless Speech-to-Speech Translation on Real Data. CoRR abs/2112.08352 (2021) - 2020
- [c15]Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation. COLING 2020: 3520-3533 - [c14]Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Miguel Pino:
SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation. EMNLP (Demos) 2020: 144-150 - [c13]Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Miguel Pino:
Fairseq S2T: Fast Speech-to-Text Modeling with Fairseq. AACL/IJCNLP (System Demonstrations) 2020: 33-39 - [c12]Anne Wu, Changhan Wang, Juan Miguel Pino, Jiatao Gu:
Self-Supervised Representations Improve End-to-End Speech Translation. INTERSPEECH 2020: 1491-1495 - [c11]Changhan Wang, Juan Miguel Pino, Jiatao Gu:
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation. INTERSPEECH 2020: 4731-4735 - [c10]Ebrahim Ansari, Amittai Axelrod, Nguyen Bach, Ondrej Bojar, Roldano Cattoni, Fahim Dalvi, Nadir Durrani, Marcello Federico, Christian Federmann, Jiatao Gu, Fei Huang, Kevin Knight, Xutai Ma, Ajay Nagesh, Matteo Negri, Jan Niehues, Juan Miguel Pino, Elizabeth Salesky, Xing Shi, Sebastian Stüker, Marco Turchi, Alexander Waibel, Changhan Wang:
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN. IWSLT 2020: 1-34 - [c9]Changhan Wang, Juan Miguel Pino, Anne Wu, Jiatao Gu:
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus. LREC 2020: 4197-4203 - [i15]Changhan Wang, Juan Miguel Pino, Anne Wu, Jiatao Gu:
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus. CoRR abs/2002.01320 (2020) - [i14]Changhan Wang, Juan Miguel Pino, Jiatao Gu:
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation. CoRR abs/2006.05474 (2020) - [i13]Anne Wu, Changhan Wang, Juan Miguel Pino, Jiatao Gu:
Self-Supervised Representations Improve End-to-End Speech Translation. CoRR abs/2006.12124 (2020) - [i12]Changhan Wang, Anne Wu, Juan Miguel Pino:
CoVoST 2: A Massively Multilingual Speech-to-Text Translation Corpus. CoRR abs/2007.10310 (2020) - [i11]Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Miguel Pino:
SimulEval: An Evaluation Toolkit for Simultaneous Translation. CoRR abs/2007.16193 (2020) - [i10]Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Miguel Pino:
fairseq S2T: Fast Speech-to-Text Modeling with fairseq. CoRR abs/2010.05171 (2020) - [i9]Yun Tang, Juan Miguel Pino, Changhan Wang, Xutai Ma, Dmitriy Genzel:
A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks. CoRR abs/2010.11338 (2020) - [i8]Chau Tran, Changhan Wang, Yuqing Tang, Yun Tang, Juan Miguel Pino, Xian Li:
Cross-Modal Transfer Learning for Multilingual Speech-to-Text Translation. CoRR abs/2010.12829 (2020) - [i7]Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation. CoRR abs/2011.00747 (2020)
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