2 papers
cs.SD2025
Improving Speech Enhancement by Cross- and Sub-band Processing with State Space Model
Jizhen Li, Weiping Tu, Yuhong Yang +3
Recently, the state space model (SSM) represented by Mamba has shown remarkable performance in long-term sequence modeling tasks, including speech enhancement. However, due to subs…
eess.AS2022
Injecting Spatial Information for Monaural Speech Enhancement via Knowledge Distillation
Xinmeng Xu, Weiping Tu, Yuhong Yang
Monaural speech enhancement (SE) provides a versatile and cost-effective approach to SE tasks by utilizing recordings from a single microphone. However, the monaural SE lags perfor…