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cs.SD2024
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning
Kuan-Hsun Ho, Jeih-weih Hung, Berlin Chen
Speech separation has recently made significant progress thanks to the fine-grained vision used in time-domain methods. However, several studies have shown that adopting Short-Time…
cs.SD2024
What do neural networks listen to? Exploring the crucial bands in Speech Enhancement using Sinc-convolution
Kuan-Hsun Ho, Jeih-weih Hung, Berlin Chen
This study introduces a reformed Sinc-convolution (Sincconv) framework tailored for the encoder component of deep networks for speech enhancement (SE). The reformed Sincconv, based…