Changhan Wang

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 81

Top Topics

Speech Synthesis

Machine Translation

Transfer Learning

Speech Recognition

Top Venues

Publications

Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Bing Liu, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Guan-Ting Lin, Alexei Baevski, Hung-yi Lee, Yizhou Sun, Wei Wang
Introducing Semantics into Speech Encoders. ACL (1) (2023)
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)
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 (2023)
Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab
Pre-training for Speech Translation: CTC Meets Optimal Transport. CoRR (2023)
Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab
Pre-training for Speech Translation: CTC Meets Optimal Transport. ICML (2023)
Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Cora 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 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 (2023)
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)
Xuan-Phi Nguyen, Sravya Popuri, Changhan Wang, Yun Tang, Ilia Kulikov, Hongyu Gong
Improving Speech-to-Speech Translation Through Unlabeled Text. ICASSP (2023)
Wen-Chin Huang, Benjamin Peloquin, Justine Kao, Changhan Wang, Hongyu Gong, Elizabeth Salesky, Yossi Adi, Ann Lee, Peng-Jen Chen
A Holistic Cascade System, Benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation. ICASSP (2023)
Jiatong Shi, Yun Tang, Ann Lee, Hirofumi Inaguma, Changhan Wang, Juan Pino, Shinji Watanabe
Enhancing Speech-to-Speech Translation with Multiple TTS Targets. CoRR (2023)
Loïc Barrault, Yu-An Chung, Mariano Cora 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 Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson
Seamless: Multilingual Expressive and Streaming Speech Translation. CoRR (2023)
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)
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)
Wen-Chin Huang, Benjamin Peloquin, Justine Kao, Changhan Wang, Hongyu Gong, Elizabeth Salesky, Yossi Adi, Ann Lee, Peng-Jen Chen
A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation. CoRR (2023)
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)
Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Yossi Adi, Juan Pino, Jiatao Gu, Wei-Ning Hsu
Textless Speech-to-Speech Translation on Real Data. NAACL-HLT (2022)
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)
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. CoRR (2022)
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)
Xuan-Phi Nguyen, Hongyu Gong, Yun Tang, Changhan Wang, Philipp Koehn, Shafiq R. Joty
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation. ICLR (2022)
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)
Danni Liu, Changhan Wang, Hongyu Gong, Xutai Ma, Yun Tang, Juan Pino
From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation. INTERSPEECH (2022)
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 (2022)
Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang
Introducing Semantics into Speech Encoders. CoRR (2022)
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
Unified Speech-Text Pre-training for Speech Translation and Recognition. CoRR (2022)
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
Unified Speech-Text Pre-training for Speech Translation and Recognition. ACL (1) (2022)
Xuan-Phi Nguyen, Sravya Popuri, Changhan Wang, Yun Tang, Ilia Kulikov, Hongyu Gong
Improving Speech-to-Speech Translation Through Unlabeled Text. CoRR (2022)
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 (2022)
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)
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. CoRR (2022)
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 (2022)
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)
Changhan Wang, Anne Wu, Jiatao Gu, Juan Pino
CoVoST 2 and Massively Multilingual Speech Translation. Interspeech (2021)
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)
Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Juan Pino, Jiatao Gu, Wei-Ning Hsu
Textless Speech-to-Speech Translation on Real Data. CoRR (2021)
Changhan Wang, Anne Wu, Juan Miguel Pino, Alexei Baevski, Michael Auli, Alexis Conneau
Large-Scale Self- and Semi-Supervised Learning for Speech Translation. CoRR (2021)
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)
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 (2021)
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)
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)
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, Alexander H. Waibel, Changhan Wang, Matthew Wiesner
FINDINGS OF THE IWSLT 2021 EVALUATION CAMPAIGN. IWSLT (2021)
Danni Liu, Changhan Wang, Hongyu Gong, Xutai Ma, Yun Tang, Juan Miguel Pino
Incremental Speech Synthesis For Speech-To-Speech Translation. CoRR (2021)
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 (2021)
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 (2021)
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 (2021)
Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier
Lightweight Adapter Tuning for Multilingual Speech Translation. CoRR (2021)
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)
Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau
Large-Scale Self- and Semi-Supervised Learning for Speech Translation. Interspeech (2021)
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 (2021)
Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier
Lightweight Adapter Tuning for Multilingual Speech Translation. ACL/IJCNLP (2) (2021)
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 (2021)
Peng-Jen Chen, Ann Lee, Changhan Wang, Naman Goyal, Angela Fan, Mary Williamson, Jiatao Gu
Facebook AI's WMT20 News Translation Task Submission. WMT@EMNLP (2020)
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 H. Waibel, Changhan Wang
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN. IWSLT (2020)
Changhan Wang, Juan Miguel Pino, Jiatao Gu
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation. CoRR (2020)
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)
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 (2020)
Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Miguel Pino
SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation. EMNLP (Demos) (2020)
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)
Chau Tran, Changhan Wang, Yuqing Tang, Yun Tang, Juan Miguel Pino, Xian Li
Cross-Modal Transfer Learning for Multilingual Speech-to-Text Translation. CoRR (2020)
Peng-Jen Chen, Ann Lee, Changhan Wang, Naman Goyal, Angela Fan, Mary Williamson, Jiatao Gu
Facebook AI's WMT20 News Translation Task Submission. CoRR (2020)
Changhan Wang, Juan Miguel Pino, Anne Wu, Jiatao Gu
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus. CoRR (2020)
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 (2020)
Changhan Wang, Juan Miguel Pino, Anne Wu, Jiatao Gu
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus. LREC (2020)
Changhan Wang, Anne Wu, Juan Miguel Pino
CoVoST 2: A Massively Multilingual Speech-to-Text Translation Corpus. CoRR (2020)
Anne Wu, Changhan Wang, Juan Miguel Pino, Jiatao Gu
Self-Supervised Representations Improve End-to-End Speech Translation. INTERSPEECH (2020)
Changhan Wang, Juan Miguel Pino, Jiatao Gu
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation. INTERSPEECH (2020)
Anne Wu, Changhan Wang, Juan Miguel Pino, Jiatao Gu
Self-Supervised Representations Improve End-to-End Speech Translation. CoRR (2020)
Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Miguel Pino
SimulEval: An Evaluation Toolkit for Simultaneous Translation. CoRR (2020)
Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Miguel Pino
fairseq S2T: Fast Speech-to-Text Modeling with fairseq. CoRR (2020)
Changhan Wang, Kyunghyun Cho, Jiatao Gu
Neural Machine Translation with Byte-Level Subwords. AAAI (2020)
Changhan Wang, Anirudh Jain, Danlu Chen, Jiatao Gu
VizSeq: A Visual Analysis Toolkit for Text Generation Tasks. CoRR (2019)
Changhan Wang, Kyunghyun Cho, Jiatao Gu
Neural Machine Translation with Byte-Level Subwords. CoRR (2019)
Terrance DeVries, Ishan Misra, Changhan Wang, Laurens van der Maaten
Does Object Recognition Work for Everyone? CVPR Workshops (2019)
Terrance DeVries, Ishan Misra, Changhan Wang, Laurens van der Maaten
Does Object Recognition Work for Everyone? CoRR (2019)
Jiatao Gu, Changhan Wang, Junbo Zhao
Levenshtein Transformer. NeurIPS (2019)
Changhan Wang, Anirudh Jain, Danlu Chen, Jiatao Gu
VizSeq: a visual analysis toolkit for text generation tasks. EMNLP/IJCNLP (3) (2019)
Jiatao Gu, Changhan Wang, Jake Zhao
Levenshtein Transformer. CoRR (2019)
Douwe Kiela, Changhan Wang, Kyunghyun Cho
Dynamic Meta-Embeddings for Improved Sentence Representations. EMNLP (2018)
Changhan Wang, Kyunghyun Cho, Douwe Kiela
Code-Switched Named Entity Recognition with Embedding Attention. CodeSwitch@ACL (2018)
Douwe Kiela, Changhan Wang, Kyunghyun Cho
Context-Attentive Embeddings for Improved Sentence Representations. CoRR (2018)
Changhan Wang, Xinchen Yan, Max Smith, Kanika Kochhar, Marcie Rubin, Stephen M. Warren, James S. Wrobel, Honglak Lee
A unified framework for automatic wound segmentation and analysis with deep convolutional neural networks. EMBC (2015)
Hongxin Zhang, Dongyu Liu, Changhan Wang
InSide: Interactive Sketching for Image Database Exploration. CAD/Graphics (2013)