Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation

Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Qibing Bai, and Yu Zhang.
In Proc. of INTERSPEECH , 2022.

Cross-modal Contrastive Learning for Speech Translation

Rong Ye, Mingxuan Wang, and Lei Li.
In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) , Association for Computational Linguistics , 2022.

Learning When to Translate for Streaming Speech

Qianqian Dong, Yaoming Zhu, Mingxuan Wang, and Lei Li.
In the 60th Annual Meeting of the Association for Computational Linguistics (ACL) , 2022.

STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation

Qingkai Fang, Rong Ye, Lei Li, Yang Feng, and Mingxuan Wang.
In the 60th Annual Meeting of the Association for Computational Linguistics (ACL) , 2022.

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

Rong Ye, Mingxuan Wang, and Lei Li.
In Proc. of INTERSPEECH , 2021.

Learning Shared Semantic Space for Speech-to-Text Translation

Chi Han, Mingxuan Wang, Heng Ji, and Lei Li.
In the 59th Annual Meeting of the Association for Computational Linguistics (ACL) - Findings , 2021.

NeurST: Neural Speech Translation Toolkit

Chengqi Zhao, Mingxuan Wang, Qianqian Dong, Rong Ye, and Lei Li.
In the 59th Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations , 2021.

The Volctrans Neural Speech Translation System for IWSLT 2021

Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, and Lei Li.
In The International Conference on Spoken Language Translation (IWSLT) , 2021.

Consecutive Decoding for Speech-to-text Translation

Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, and Lei Li.
In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) , 2021.

Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation

Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, and Lei Li.
In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) , 2021.