Weinan Tong

2 accepted papers

2024

SCNet: Sparse Compression Network for Music Source Separation

Weinan Tong, Jiaxu Zhu, Jun Chen, Shiyin Kang, Tao Jiang, Yang Li +2

ICASSP 2024accepted

Deep learning-based methods have made significant achievements in music source separation. However, obtaining good results while maintaining a low model complexity remains challenging in super wide-band music source separation. Previous works either overlook the differences in subbands or inadequate…

Cited by 0 Source ↗Scholar ↗

2023

TFCnet: Time-Frequency Domain Corrector for Speech Separation

Weinan Tong, Jiaxu Zhu, Jun Chen, Zhiyong Wu, Shiyin Kang, Helen Meng

ICASSP 2023accepted

Deep learning-based methods have made significant achievements in speech separation. Especially the time-domain separation methods have achieved the best performance in recent years. However, time-domain methods are unstable for waveform transformation, which is prone to amplitude and phase errors.…

Cited by 0 Source ↗Scholar ↗