99 citations · 115 across the 8 of their papers we have counts for
Showing cs.SDShow all
2 papers · 1 filter
cs.SD2023
Ripple sparse self-attention for monaural speech enhancement
Qiquan Zhang, Hongxu Zhu, Qi Song +3
The use of Transformer represents a recent success in speech enhancement. However, as its core component, self-attention suffers from quadratic complexity, which is computationally…
cs.SD2021★ 2 cited
Time-Frequency Attention for Monaural Speech Enhancement
Qiquan Zhang, Qi Song, Zhaoheng Ni +2
Most studies on speech enhancement generally don't consider the energy distribution of speech in time-frequency (T-F) representation, which is important for accurate prediction of…