The aim of the Secret Sauce project is to automatically reverse engineer studio sounds, with a focus on guitar effects and synthesizers. Give the model a reference sound, and it will tell you how to reproduce it.
More details here
- midi-utils: tools to generate random MIDI patches and tracks
- audio-utils: basic post-processing for generated audio tracks
- synth-config: JSON description of MIDI mappings and value ranges
- data: meta-data used for sound generation
- models: Jupyter notebooks for the experiments described in the blog post
Sound generation relies on the libraries mido for MIDI and sox for audio.
The models require jupyter, keras, tensorflow, numpy, pandas and the great librosa.