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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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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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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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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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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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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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Broad-Coverage Semantic Parsing as Transduction


Sep 05, 2019
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

* Accepted at EMNLP 2019 

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AMR Parsing as Sequence-to-Graph Transduction


May 21, 2019
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

* Accepted at ACL 2019 

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