1 code implementation • 28 May 2024 • Chenyang Le, Yao Qian, Dongmei Wang, Long Zhou, Shujie Liu, Xiaofei Wang, Midia Yousefi, Yanmin Qian, Jinyu Li, Sheng Zhao, Michael Zeng
There is a rising interest and trend in research towards directly translating speech from one language to another, known as end-to-end speech-to-speech translation.
1 code implementation • NeurIPS 2023 • Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng, Xuedong Huang
Joint speech-language training is challenging due to the large demand for training data and GPU consumption, as well as the modality gap between speech and language.
1 code implementation • 24 Dec 2022 • Ying Wen, Ziyu Wan, Ming Zhou, Shufang Hou, Zhe Cao, Chenyang Le, Jingxiao Chen, Zheng Tian, Weinan Zhang, Jun Wang
The pervasive uncertainty and dynamic nature of real-world environments present significant challenges for the widespread implementation of machine-driven Intelligent Decision-Making (IDM) systems.
no code implementations • 18 Jun 2022 • Peibei Cao, Chenyang Le, Yuming Fang, Kede Ma
In Stage two, the input HDR image is self-calibrated to compute the final LDR image.
1 code implementation • 6 Dec 2021 • Linghui Meng, Muning Wen, Yaodong Yang, Chenyang Le, Xiyun Li, Weinan Zhang, Ying Wen, Haifeng Zhang, Jun Wang, Bo Xu
In this paper, we facilitate the research by providing large-scale datasets, and use them to examine the usage of the Decision Transformer in the context of MARL.
no code implementations • 29 Sep 2021 • Linghui Meng, Muning Wen, Yaodong Yang, Chenyang Le, Xi yun Li, Haifeng Zhang, Ying Wen, Weinan Zhang, Jun Wang, Bo Xu
Offline reinforcement learning leverages static datasets to learn optimal policies with no necessity to access the environment.
Multi-agent Reinforcement Learning reinforcement-learning +3
no code implementations • 1 Sep 2021 • Chenyang Le, Jiebin Yan, Yuming Fang, Kede Ma
We describe a deep high-dynamic-range (HDR) image tone mapping operator that is computationally efficient and perceptually optimized.