Autoencoding neural networks as musical audio synthesizers

JT Colonel - 2018 - search.proquest.com
Methodology for designing and training neural network autoencoders for applications
involving musical audio is proposed. Two topologies are presented: an autoencoding sound …

[PDF][PDF] AUTOENCODING NEURAL NETWORKS AS MUSICAL AUDIO SYNTHESIZERS

J Colonel, C Curro, S Keene - dafx.de
ABSTRACT A method for musical audio synthesis using autoencoding neural networks is
proposed. The autoencoder is trained to compress and reconstruct magnitude short-time …

Autoencoding Neural Networks as Musical Audio Synthesizers

J Colonel, C Curro, S Keene - arXiv preprint arXiv:2004.13172, 2020 - arxiv.org
A method for musical audio synthesis using autoencoding neural networks is proposed. The
autoencoder is trained to compress and reconstruct magnitude short-time Fourier transform …

[PDF][PDF] Autoencoding Neural Networks as Musical Audio Synthesizers

JT Colonel - 2018 - ee.cooper.edu
Methodology for designing and training neural network autoencoders for applications
involving musical audio is proposed. Two topologies are presented: an autoencoding sound …

Autoencoding Neural Networks as Musical Audio Synthesizers

JT Colonel - 2018 - dl.acm.org
Methodology for designing and training neural network autoencoders for applications
involving musical audio is proposed. Two topologies are presented: an autoencoding sound …

[PDF][PDF] AUTOENCODING NEURAL NETWORKS AS MUSICAL AUDIO SYNTHESIZERS

J Colonel, C Curro, S Keene - dafx.de
ABSTRACT A method for musical audio synthesis using autoencoding neural networks is
proposed. The autoencoder is trained to compress and reconstruct magnitude short-time …

[PDF][PDF] AUTOENCODING NEURAL NETWORKS AS MUSICAL AUDIO SYNTHESIZERS

J Colonel, C Curro, S Keene - dafx2018.web.ua.pt
ABSTRACT A method for musical audio synthesis using autoencoding neural networks is
proposed. The autoencoder is trained to compress and reconstruct magnitude short-time …

[PDF][PDF] AUTOENCODING NEURAL NETWORKS AS MUSICAL AUDIO SYNTHESIZERS

J Colonel, C Curro, S Keene - ee.cooper.edu
ABSTRACT A method for musical audio synthesis using autoencoding neural networks is
proposed. The autoencoder is trained to compress and reconstruct magnitude short-time …