Handling Background Noise in Neural Speech Generation

1 code implementation • 23 Feb 2021 • Tom Denton, Alejandro Luebs, Felicia S. C. Lim, Andrew Storus, Hengchin Yeh, W. Bastiaan Kleijn, Jan Skoglund

Recent advances in neural-network based generative modeling of speech has shown great potential for speech coding.

Denoising Speech Synthesis

Generative Speech Coding with Predictive Variance Regularization

1 code implementation • 18 Feb 2021 • W. Bastiaan Kleijn, Andrew Storus, Michael Chinen, Tom Denton, Felicia S. C. Lim, Alejandro Luebs, Jan Skoglund, Hengchin Yeh

We introduce predictive-variance regularization to reduce the sensitivity to outliers, resulting in a significant increase in performance.