Xutai Ma

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Machine Translation

Semantic Parsing

Speech Synthesis

Top Venues

Publications

Matthias Sperber, Ondrej Bojar, Barry Haddow, Dávid Javorský, Xutai Ma, Matteo Negri, Jan Niehues, Peter Polák, Elizabeth Salesky, Katsuhito Sudoh, Marco Turchi
Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation. CoRR (2024)
Matthias Sperber, Ondrej Bojar, Barry Haddow, Dávid Javorský, Xutai Ma, Matteo Negri, Jan Niehues, Peter Polák, Elizabeth Salesky, Katsuhito Sudoh, Marco Turchi
Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation. LREC/COLING (2024)
Jiatong Shi, Xutai Ma, Hirofumi Inaguma, Anna Y. Sun, Shinji Watanabe
MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model. CoRR (2024)
Jiatong Shi, Hirofumi Inaguma, Xutai Ma, Ilia Kulikov, Anna Y. Sun
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction. ICLR (2024)
Sweta Agrawal, Antonios Anastasopoulos, Luisa Bentivogli, Ondrej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, Mingda Chen, William Chen, Khalid Choukri, Alexandra Chronopoulou, Anna Currey, Thierry Declerck, Qianqian Dong, Kevin Duh, Yannick Estève, Marcello Federico, Souhir Gahbiche, Barry Haddow, Benjamin Hsu, Phu Mon Htut, Hirofumi Inaguma, Dávid Javorský, John Judge, Yasumasa Kano, Tom Ko, Rishu Kumar, Pengwei Li, Xutai Ma, Prashant Mathur, Evgeny Matusov, Paul McNamee, John P. McCrae, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Ha Nguyen, Jan Niehues, Xing Niu, Atul Kr. Ojha, John E. Ortega, Proyag Pal, Juan Pino, Lonneke van der Plas, Peter Polák, Elijah Rippeth, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Yun Tang, Brian Thompson, Kevin Tran, Marco Turchi, Alex Waibel, Mingxuan Wang, Shinji Watanabe, Rodolfo Zevallos
Findings of the IWSLT 2023 Evaluation Campaign. IWSLT@ACL (2023)
Xutai Ma, Anna Y. Sun, Siqi Ouyang, Hirofumi Inaguma, Paden Tomasello
Efficient Monotonic Multihead Attention. CoRR (2023)
Yun Tang, Anna Y. Sun, Hirofumi Inaguma, Xinyue Chen, Ning Dong, Xutai Ma, Paden D. Tomasello, Juan Pino
Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks. CoRR (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)
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)
Yun Tang, Anna Y. Sun, Hirofumi Inaguma, Xinyue Chen, Ning Dong, Xutai Ma, Paden Tomasello, Juan Pino
Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks. ACL (1) (2023)
Jiatong Shi, Hirofumi Inaguma, Xutai Ma, Ilia Kulikov, Anna Y. Sun
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction. CoRR (2023)
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)
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)
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)
Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, Juan Miguel Pino
Streaming Simultaneous Speech Translation with Augmented Memory Transformer. ICASSP (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)
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)
Xutai Ma, Hongyu Gong, Danni Liu, Ann Lee, Yun Tang, Peng-Jen Chen, Wei-Ning Hsu, Kenneth Heafield, Phillip Koehn, Juan Pino
Direct simultaneous speech to speech translation. CoRR (2021)
Xutai Ma, Juan Miguel Pino, Philipp Koehn
SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation. CoRR (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)
Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, Juan Miguel Pino
Streaming Simultaneous Speech Translation with Augmented Memory Transformer. 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)
Juan Miguel Pino, Qiantong Xu, Xutai Ma, Mohammad Javad Dousti, Yun Tang
Self-Training for End-to-End Speech Translation. CoRR (2020)
Xutai Ma, Juan Miguel Pino, Philipp Koehn
SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation. AACL/IJCNLP (2020)
Juan Miguel Pino, Qiantong Xu, Xutai Ma, Mohammad Javad Dousti, Yun Tang
Self-Training for End-to-End Speech Translation. INTERSPEECH (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)
Xutai Ma, Juan Miguel Pino, James Cross, Liezl Puzon, Jiatao Gu
Monotonic Multihead Attention. ICLR (2020)
Juan Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, Deepak Gopinath
Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade. IWSLT (2019)
Xutai Ma, Juan Miguel Pino, James Cross, Liezl Puzon, Jiatao Gu
Monotonic Multihead Attention. CoRR (2019)
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
Broad-Coverage Semantic Parsing as Transduction. EMNLP/IJCNLP (1) (2019)
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
Broad-Coverage Semantic Parsing as Transduction. CoRR (2019)
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
AMR Parsing as Sequence-to-Graph Transduction. CoRR (2019)
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
AMR Parsing as Sequence-to-Graph Transduction. ACL (1) (2019)
Juan Miguel Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, Deepak Gopinath
Leveraging Out-of-Task Data for End-to-End Automatic Speech Translation. CoRR (2019)
Mahsa Yarmohammadi, Xutai Ma, Sorami Hisamoto, Muhammad Rahman, Yiming Wang, Hainan Xu, Daniel Povey, Philipp Koehn, Kevin Duh
Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings. MTSummit (1) (2019)
Patrick Xia, Elias Stengel-Eskin, Tongfei Chen, Seth Ebner, Nils Holzenberger, Ryan Culkin, Pushpendre Rastogi, Xutai Ma, Benjamin Van Durme
NIST TAC SM-KBP 2018 System Description: JHU/UR Pipeline. TAC (2018)
Xutai Ma, Ke Li, Philipp Koehn
An Analysis of Source Context Dependency in Neural Machine Translation. EAMT (2018)
Sheng Zhang, Xutai Ma, Rachel Rudinger, Kevin Duh, Benjamin Van Durme
Cross-lingual Decompositional Semantic Parsing. EMNLP (2018)
Jian Fu, Xutai Ma, Wenjiang Li, Shuo Sun
Beyond Quantum Computation Based on Classical Entanglement. CoRR (2015)