https://github.com/hughrawlinson/subsynth-feature-data-generator
A subtractive synth, some feature extractors, and a lot of csv.
https://github.com/hughrawlinson/subsynth-feature-data-generator
audio feature-extractor synthesis-parameters synthesizer
Last synced: 3 months ago
JSON representation
A subtractive synth, some feature extractors, and a lot of csv.
- Host: GitHub
- URL: https://github.com/hughrawlinson/subsynth-feature-data-generator
- Owner: hughrawlinson
- Created: 2015-10-03T20:57:53.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2021-07-06T14:37:52.000Z (almost 4 years ago)
- Last Synced: 2025-01-26T04:12:49.859Z (5 months ago)
- Topics: audio, feature-extractor, synthesis-parameters, synthesizer
- Language: JavaScript
- Homepage:
- Size: 124 KB
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Subsynth Feature Data Generator
A little ChucK program that builds a subtractive synthesizer that can be triggered to randomly set each of its synthesis parameters, which is plugged into a set of feature extractors. Each buffer, the program outputs a line of CSV containing each of the synthesis parameters and the buffer's spectral features.
The goal of this project was to generate data with which to train a neural network to regress the relationship between audio features and the parameters of this specific synthesizer. If you're good with designing and/or training neural nets, let me know.