Articulatory-Regularized Variational AutoEncoder

Learning robust speech representation with an articulatory-regularized variational autoencoder.

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Corpus
Signal-to-noise ratio
Spectrogram color scale
Before reconstructionStandard VAE reconstructionAR-VAE reconstruction
item_1042, input spectrogram
item_1042, standard VAE reconstruction spectrogram
item_1042, AR-VAE reconstruction spectrogram
item_1043, input spectrogram
item_1043, standard VAE reconstruction spectrogram
item_1043, AR-VAE reconstruction spectrogram
item_1044, input spectrogram
item_1044, standard VAE reconstruction spectrogram
item_1044, AR-VAE reconstruction spectrogram