2 papers
eess.AS2025
I-DCCRN-VAE: An Improved Deep Representation Learning Framework for Complex VAE-based Single-channel Speech Enhancement
Jiatong Li, Simon Doclo
Recently, a complex variational autoencoder (VAE)-based single-channel speech enhancement system based on the DCCRN architecture has been proposed. In this system, a noise suppress…
eess.AS2025
Investigation of Speech and Noise Latent Representations in Single-channel VAE-based Speech Enhancement
Jiatong Li, Simon Doclo
Recently, a variational autoencoder (VAE)-based single-channel speech enhancement system using Bayesian permutation training has been proposed, which uses two pretrained VAEs to ob…