1 code implementation • 7 Jun 2023 • Liang Liu, Haixin Guan, Jinlong Ma, Wei Dai, Guangyong Wang, Shaowei Ding
In speech enhancement, the lack of clear structural characteristics in the target speech phase requires the use of conservative and cumbersome network frameworks.
no code implementations • 22 Nov 2022 • Xiaofeng Ge, Jiangyu Han, Haixin Guan, Yanhua Long
Recently, more and more personalized speech enhancement systems (PSE) with excellent performance have been proposed.
no code implementations • 4 Mar 2022 • Xiaofeng Ge, Jiangyu Han, Yanhua Long, Haixin Guan
Finally, we propose to integrate the loss of complex subband gain, SNR, pitch filtering strength, and an OA loss in a multi-objective learning manner to further improve the speech enhancement performance.
no code implementations • 9 Feb 2021 • Qinglong Li, Fei Gao, Haixin Guan, Kaichi Ma
Speech enhancement algorithms based on deep learning have been improved in terms of speech intelligibility and perceptual quality greatly.