Single-Channel Speech Enhancement with Deep Complex U-Networks and Probabilistic Latent Space Models

Eike J. Nustede, Jörn Anemüller

In this paper, we propose to extend the deep, complex U-Network architecture for speech enhancement by incorporating a probabilistic (i.e., variational) latent space model. The pro…