Kuan-Hsun Ho

What Do Neural Networks Listen to? Exploring the Crucial Bands in Speech Enhancement Using SINC-Convolution

This study introduces a reformed Sinc-convolution (Sincconv) framework tailored for the encoder component of deep networks for speech enhancement (SE). The reformed Sinc-conv, based on parametrized sinc functions as band-pass filters, offers notable advantages in terms of training efficiency, filter…