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03/07/2023
Speech Modeling with a Hierarchical Transformer Dynamical VAE
The dynamical variational autoencoders (DVAEs) are a family of latent-va...
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04/04/2022
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE
Studies on the automatic processing of 3D human pose data have flourishe...
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06/23/2021
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders
Dynamical variational auto-encoders (DVAEs) are a class of deep generati...
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06/11/2021
A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling
The Variational Autoencoder (VAE) is a powerful deep generative model th...
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05/18/2021
Multi-Person Extreme Motion Prediction with Cross-Interaction Attention
Human motion prediction aims to forecast future human poses given a sequ...
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08/28/2020