1 code implementation • 25 Aug 2023 • Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
The identification of sensory cues associated with potential opportunities and dangers is frequently complicated by unrelated events that separate useful cues by long delays.
no code implementations • 14 Jul 2023 • Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
The identification of sensory cues associated with potential opportunities and dangers is frequently complicated by unrelated events that separate useful cues by long delays.
no code implementations • 14 Mar 2023 • Yukai Ju, Jun Chen, Shimin Zhang, Shulin He, Wei Rao, Weixin Zhu, Yannan Wang, Tao Yu, Shidong Shang
This paper introduces the Unbeatable Team's submission to the ICASSP 2023 Deep Noise Suppression (DNS) Challenge.
no code implementations • 13 Mar 2023 • Zihan Zhang, Shimin Zhang, Mingshuai Liu, Yanhong Leng, Zhe Han, Li Chen, Lei Xie
This paper describes a Two-step Band-split Neural Network (TBNN) approach for full-band acoustic echo cancellation.
no code implementations • 16 Jun 2021 • Shubo Lv, Yanxin Hu, Shimin Zhang, Lei Xie
Deep complex convolution recurrent network (DCCRN), which extends CRN with complex structure, has achieved superior performance in MOS evaluation in Interspeech 2020 deep noise suppression challenge (DNS2020).
1 code implementation • 4 Nov 2020 • Yihui Fu, Zhuoyuan Yao, Weipeng He, Jian Wu, Xiong Wang, Zhanheng Yang, Shimin Zhang, Lei Xie, DongYan Huang, Hui Bu, Petr Motlicek, Jean-Marc Odobez
In this challenge, we open source a sizable speech, keyword, echo and noise corpus for promoting data-driven methods, particularly deep-learning approaches on KWS and SSL.
Sound Audio and Speech Processing
7 code implementations • Interspeech 2020 • Yanxin Hu, Yun Liu, Shubo Lv, Mengtao Xing, Shimin Zhang, Yihui Fu, Jian Wu, Bihong Zhang, Lei Xie
Speech enhancement has benefited from the success of deep learning in terms of intelligibility and perceptual quality.
Ranked #8 on Speech Enhancement on Deep Noise Suppression (DNS) Challenge (PESQ-NB metric)
Speech Enhancement Audio and Speech Processing Sound