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eess.AS2026
A Fast Solver for Interpolating Stochastic Differential Equation Diffusion Models for Speech Restoration
Bunlong Lay, Timo Gerkmann
Diffusion Probabilistic Models (DPMs) are a well-established class of diffusion models for unconditional image generation, while SGMSE+ is a well-established conditional diffusion…
eess.AS2026
Bone-conduction Guided Multimodal Speech Enhancement with Conditional Diffusion Models
Sina Khanagha, Bunlong Lay, Timo Gerkmann
Single-channel speech enhancement models face significant performance degradation in extremely noisy environments. While prior work has shown that complementary bone-conducted spee…