Halil Erdogan

Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement

In this study, we propose a novel probabilistic model for separating clean speech signals from noisy mixtures by decomposing the mixture spectra into a structured speech part and a more flexible residual part. The main novelty in our model is that it uses a family of heavy-tailed distributions, so c…