AugCodec: A Low-Bitrate Disentangled Neural Speech Codec via Data Augmentation

Dongmei Wang, Xiaohang Sun, Yang Liu +10

We propose AugCodec, a low-bitrate disentangled neural speech codec that leverages data augmentation to decompose speech into three distinct components: semantic, speaker, and pros…