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The Ethereal
Latent Space Oddity: Exploring Latent Spaces to Design Guitar Timbres
October 29, 2020 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Jason Taylor
arXiv ID
2010.15989
Category
cs.SD: Sound
Cross-listed
cs.LG,
eess.AS
Citations
1
Venue
arXiv.org
Last Checked
4 months ago
Abstract
We introduce a novel convolutional network architecture with an interpretable latent space for modeling guitar amplifiers. Leveraging domain knowledge of popular amplifiers spanning a range of styles, the proposed system intuitively combines or subtracts characteristics of different amplifiers, allowing musicians to design entirely new guitar timbres.
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