[F13] Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders
"We disentangle pitch and timbre of musical instrument sounds by learning separate interpretable latent spaces using Gaussian mixture variational autoencoders. The model is verified by controllable sound synthesis and many-to-many timbre transfer."
presenter ISMIR2019
7-11-2019 13:30:00
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