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eess.AS2023
Unsupervised speech enhancement with deep dynamical generative speech and noise models
Xiaoyu Lin, Simon Leglaive, Laurent Girin +1
This work builds on a previous work on unsupervised speech enhancement using a dynamical variational autoencoder (DVAE) as the clean speech model and non-negative matrix factorizat…
eess.AS2023
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…