Search Results for author: Rong Ye

Found 9 papers, 8 papers with code

Cross-modal Contrastive Learning for Speech Translation

1 code implementation NAACL 2022 Rong Ye, Mingxuan Wang, Lei LI

Learning similar representations for semantically similar speech and text is important for speech translation.

Contrastive Learning Retrieval +3

GigaST: A 10,000-hour Pseudo Speech Translation Corpus

no code implementations8 Apr 2022 Rong Ye, Chengqi Zhao, Tom Ko, Chutong Meng, Tao Wang, Mingxuan Wang, Jun Cao

The training set is translated by a strong machine translation system and the test set is translated by human.

Machine Translation Translation

The Volctrans Neural Speech Translation System for IWSLT 2021

1 code implementation ACL (IWSLT) 2021 Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei LI

For offline speech translation, our best end-to-end model achieves 8. 1 BLEU improvements over the benchmark on the MuST-C test set and is even approaching the results of a strong cascade solution.

Translation

End-to-end Speech Translation via Cross-modal Progressive Training

1 code implementation21 Apr 2021 Rong Ye, Mingxuan Wang, Lei LI

XSTNet takes both speech and text as input and outputs both transcription and translation text.

Machine Translation Speech-to-Text Translation +1

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