MATH · IN · MODELS

VoxGenesis

Hong Kong Polytechnic University / UC Berkeley (Lin, He, Mak, Lian & Lee)

Structures found in this family (1)

Linear Direction

By model (1)

VoxGenesis (GAN-based speech synthesizer, Gaussian-mixture latent prior)
Linear Direction

Observations (1)

Unsupervised Gaussian-mixture components in a real speech GAN's latent prior are linearly-manipulable speaker-attribute directions

Papers

VoxGenesis: Unsupervised Discovery of Latent Speaker Manifold for Speech Synthesis (2024)