2 papers
cs.SD2025
GDiffuSE: Diffusion-based speech enhancement with noise model guidance
Efrayim Yanir, David Burshtein, Sharon Gannot
This paper introduces a novel speech enhancement (SE) approach based on a denoising diffusion probabilistic model (DDPM), termed Guided diffusion for speech enhancement (GDiffuSE).…
eess.SP2023
Semi-Supervised Variational Inference over Nonlinear Channels
David Burshtein, Eli Bery
Deep learning methods for communications over unknown nonlinear channels have attracted considerable interest recently. In this paper, we consider semi-supervised learning methods,…