3 papers
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.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…
cs.CL2025
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…