Articulatory-Regularized Variational AutoEncoder (AR-VAE)

This is a demo page accompanying the paper “Learning robust speech representation with an articulatory-regularized variational autoencoder.”
https://arxiv.org/abs/2104.03204

Corpus:
Sound-to-noise ratio:
Spectrograms colorbar
Before reconstruction Standard VAE reconstruction AR-VAE reconstruction
item_1042 Original sound spectrogram
item_1042 standard VAE reconstruction spectrogram
item_1042 AR-VAE reconstruction spectrogram
item_1043 Original sound spectrogram
item_1043 standard VAE reconstruction spectrogram
item_1043 AR-VAE reconstruction spectrogram
item_1044 Original sound spectrogram
item_1044 standard VAE reconstruction spectrogram
item_1044 AR-VAE reconstruction spectrogram