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cs.SD2025
Combining Deterministic Enhanced Conditions with Dual-Streaming Encoding for Diffusion-Based Speech Enhancement
Hao Shi, Xugang Lu, Kazuki Shimada +1
Diffusion-based speech enhancement (SE) models need to incorporate correct prior knowledge as reliable conditions to generate accurate predictions. However, providing reliable cond…
cs.CL2025★ 1 cited
Linguistic Knowledge Transfer Learning for Speech Enhancement
Kuo-Hsuan Hung, Xugang Lu, Szu-Wei Fu +4
Linguistic knowledge plays a crucial role in spoken language comprehension. It provides essential semantic and syntactic context for speech perception in noisy environments. Howeve…
cs.SD2025
Bridging The Multi-Modality Gaps of Audio, Visual and Linguistic for Speech Enhancement
Meng-Ping Lin, Jen-Cheng Hou, Chia-Wei Chen +4
Speech enhancement (SE) aims to improve the quality and intelligibility of speech in noisy environments. Recent studies have shown that incorporating visual cues in audio signal pr…