Efrayim Yanir

GDIFFUSE: DIFFUSION-BASED SPEECH ENHANCEMENT WITH NOISE MODEL GUIDANCE

This paper introduces a novel speech enhancement (SE) approach based on a denoising diffusion probabilistic model (DDPM), termed Guided diffusion for speech enhancement (GDiffuSE). In contrast to conventional methods that directly map noisy speech to clean speech, our method employs a lightweight he…