no code implementations • 23 Aug 2024 • Hui Wang, Shiwan Zhao, Jiaming Zhou, Xiguang Zheng, Haoqin Sun, Xuechen Wang, Yong Qin
Mean Opinion Score (MOS) prediction has made significant progress in specific domains.
no code implementations • 31 Aug 2023 • Hui Wang, Shiwan Zhao, Xiguang Zheng, Yong Qin
Automatic Mean Opinion Score (MOS) prediction is crucial to evaluate the perceptual quality of the synthetic speech.
no code implementations • 2 Sep 2022 • LianWu Chen, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu
In recent years, deep neural networks (DNNs) based approaches have achieved the start-of-the-art performance for music source separation (MSS).
1 code implementation • 21 Feb 2022 • Eric Guizzo, Christian Marinoni, Marco Pennese, Xinlei Ren, Xiguang Zheng, Chen Zhang, Bruno Masiero, Aurelio Uncini, Danilo Comminiello
The L3DAS22 Challenge is aimed at encouraging the development of machine learning strategies for 3D speech enhancement and 3D sound localization and detection in office-like environments.
no code implementations • 26 Jan 2022 • Xu Zhang, LianWu Chen, Xiguang Zheng, Xinlei Ren, Chen Zhang, Liang Guo, Bing Yu
Speech enhancement methods based on deep learning have surpassed traditional methods.
1 code implementation • INTERSPEECH 2021 2021 • Xinlei Ren, Xu Zhang, LianWu Chen, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu
In this work, a new causal U-net based multiple-in-multiple-out structure is proposed for real-time multi-channel speech enhancement.