2025
Complex-Cycle-Consistent Diffusion Model for Monaural Speech Enhancement
AAAI 2025technical
In this paper, we present a novel diffusion model-based monaural speech enhancement method. Our approach incorporates the separate estimation of speech spectra's magnitude and phase in two diffusion networks. Throughout the diffusion process, noise clips from real-world noise interferences are added…