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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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SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation


Nov 03, 2020
Xutai Ma, Juan Pino, Philipp Koehn


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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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Streaming Simultaneous Speech Translation with Augmented Memory Transformer


Oct 30, 2020
Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, Juan Pino


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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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Self-Training for End-to-End Speech Translation


Jun 03, 2020
Juan Pino, Qiantong Xu, Xutai Ma, Mohammad Javad Dousti, Yun Tang

* Submitted to INTERSPEECH 2020 

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SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech Translation


Feb 27, 2020
Arya D. McCarthy, Liezl Puzon, Juan Pino

* Accepted to ICASSP 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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Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade


Oct 22, 2019
Juan Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, Deepak Gopinath

* IWSLT 2019 

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Monotonic Multihead Attention


Sep 26, 2019
Xutai Ma, Juan Pino, James Cross, Liezl Puzon, Jiatao Gu


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Leveraging Out-of-Task Data for End-to-End Automatic Speech Translation


Sep 14, 2019
Juan Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, Deepak Gopinath


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Findings of the First Shared Task on Machine Translation Robustness


Jul 03, 2019
Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad


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Two New Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English


Feb 04, 2019
Francisco Guzmán, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato


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Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications


Nov 29, 2018
Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Khudia, James Law, Parth Malani, Andrey Malevich, Satish Nadathur, Juan Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy


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