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cs.SD2026
Global Rotation Equivariant Phase Modeling for Speech Enhancement with Deep Magnitude-Phase Interaction
Chengzhong Wang, Andong Li, Dingding Yao +1
While deep learning has advanced speech enhancement (SE), effective phase modeling remains challenging, as conventional networks typically operate within a flat Euclidean feature s…
cs.SD2025
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement
Chengzhong Wang, Jianjun Gu, Dingding Yao +2
Speech enhancement is designed to enhance the intelligibility and quality of speech across diverse noise conditions. Recently, diffusion model has gained lots of attention in speec…
cs.SD2024
StreamAAD: Decoding Spatial Auditory Attention with a Streaming Architecture
Zelin Qiu, Dingding Yao, Junfeng Li
In this paper, we present our approach for the Track 1 of the Chinese Auditory Attention Decoding (Chinese AAD) Challenge at ISCSLP 2024. Most existing spatial auditory attention d…