Speech Modeling with a Hierarchical Transformer Dynamical VAE

Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive +2

The dynamical variational autoencoders (DVAEs) are a family of latent-variable deep generative models that extends the VAE to model a sequence of observed data and a corresponding…