16 citations · 21 across the 10 of their papers we have counts for
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cs.SD2022★ 1 cited
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits
Kai Li, Fenghua Xie, Hang Chen +2
Audio-visual approaches involving visual inputs have laid the foundation for recent progress in speech separation. However, the optimization of the concurrent usage of auditory and…
cs.SD2022★ 16 cited
An efficient encoder-decoder architecture with top-down attention for speech separation
Kai Li, Runxuan Yang, Xiaolin Hu
Deep neural networks have shown excellent prospects in speech separation tasks. However, obtaining good results while keeping a low model complexity remains challenging in real-wor…
cs.SD2022
On the Use of Deep Mask Estimation Module for Neural Source Separation Systems
Kai Li, Xiaolin Hu, Yi Luo
Most of the recent neural source separation systems rely on a masking-based pipeline where a set of multiplicative masks are estimated from and applied to a signal representation o…