VAE for Audio¶

AMAAI has developed different variational autoencoder (VAE) for audio applications

Audio feature disentanglement¶

paper
source code

../../../_images/vae_timbre_pitch_disentanglement.png

Fig. 5 VAE for timbre and pitch disentanglement¶

Singing Voice Conversion¶

https://ieeexplore.ieee.org/mediastore_new/IEEE/content/media/9040208/9052899/9054582/luo1-p5-luo-large.gif

Fig. 6 VAE for singing voice conversion¶

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Music Generation