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hughrawlinson/subsynth-feature-data-generator

A subtractive synth, some feature extractors, and a lot of csv.

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.

Languages

JavaScript46.2%ChucK33.2%Python15.5%Makefile3.6%Ruby1.6%

Contributors

Created October 3, 2015
Updated July 6, 2021