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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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