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FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task


Aug 14, 2021
Yun Tang, Hongyu Gong, Xian Li, Changhan Wang, Juan Pino, Holger Schwenk, Naman Goyal

* Accepted by IWSLT 2021 as a system paper 

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Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task


Jul 12, 2021
Yun Tang, Juan Pino, Xian Li, Changhan Wang, Dmitriy Genzel

* Accepted by ACL 2021 

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Direct speech-to-speech translation with discrete units


Jul 12, 2021
Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Pino, Wei-Ning Hsu


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Lightweight Adapter Tuning for Multilingual Speech Translation


Jun 02, 2021
Hang Le, Juan Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier

* Accepted at ACL-IJCNLP 2021 

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Large-Scale Self- and Semi-Supervised Learning for Speech Translation


Apr 14, 2021
Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau


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VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation


Jan 02, 2021
Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Pino, Emmanuel Dupoux


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Facebook AI's WMT20 News Translation Task Submission


Nov 16, 2020
Peng-Jen Chen, Ann Lee, Changhan Wang, Naman Goyal, Angela Fan, Mary Williamson, Jiatao Gu


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Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation


Nov 02, 2020
Hang Le, Juan Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier

* The 28th International Conference on Computational Linguistics (COLING 2020) 
* Accepted at COLING 2020 (Oral) 

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Cross-Modal Transfer Learning for Multilingual Speech-to-Text Translation


Oct 24, 2020
Chau Tran, Changhan Wang, Yuqing Tang, Yun Tang, Juan Pino, Xian Li


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A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks


Oct 21, 2020
Yun Tang, Juan Pino, Changhan Wang, Xutai Ma, Dmitriy Genzel


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fairseq S2T: Fast Speech-to-Text Modeling with fairseq


Oct 11, 2020
Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Pino

* Accepted to AACL 2020 Demo 

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CoVoST 2 and Massively Multilingual Speech-to-Text Translation


Aug 20, 2020
Changhan Wang, Anne Wu, Juan Pino


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SimulEval: An Evaluation Toolkit for Simultaneous Translation


Jul 31, 2020
Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Pino


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CoVoST 2: A Massively Multilingual Speech-to-Text Translation Corpus


Jul 20, 2020
Changhan Wang, Anne Wu, Juan Pino


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Self-Supervised Representations Improve End-to-End Speech Translation


Jun 22, 2020
Anne Wu, Changhan Wang, Juan Pino, Jiatao Gu


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Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation


Jun 09, 2020
Changhan Wang, Juan Pino, Jiatao Gu

* Submitted to INTERSPEECH 2020 

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CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus


Feb 04, 2020
Changhan Wang, Juan Pino, Anne Wu, Jiatao Gu

* Submitted to LREC 2020 

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VizSeq: A Visual Analysis Toolkit for Text Generation Tasks


Sep 12, 2019
Changhan Wang, Anirudh Jain, Danlu Chen, Jiatao Gu


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Neural Machine Translation with Byte-Level Subwords


Sep 07, 2019
Changhan Wang, Kyunghyun Cho, Jiatao Gu


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Does Object Recognition Work for Everyone?


Jun 18, 2019
Terrance DeVries, Ishan Misra, Changhan Wang, Laurens van der Maaten


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Levenshtein Transformer


May 27, 2019
Jiatao Gu, Changhan Wang, Jake Zhao

* 16 pages (6 pages appendix). Work in progress 

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Dynamic Meta-Embeddings for Improved Sentence Representations


Sep 05, 2018
Douwe Kiela, Changhan Wang, Kyunghyun Cho

* EMNLP 2018 

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