Neural Wavetable: a playable wavetable synthesizer using neural networks

November 13, 2018 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Lamtharn Hantrakul, Li-Chia Yang arXiv ID 1811.05550 Category cs.SD: Sound Cross-listed cs.LG, cs.MM, eess.AS Citations 3 Venue arXiv.org Last Checked 3 months ago
Abstract
We present Neural Wavetable, a proof-of-concept wavetable synthesizer that uses neural networks to generate playable wavetables. The system can produce new, distinct waveforms through the interpolation of traditional wavetables in an autoencoder's latent space. It is available as a VST/AU plugin for use in a Digital Audio Workstation.
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