Sounderfeit

A proof-of-concept overlap-add synthesizer based on a conditional autoencoder.

Software theoretically cross-platform but only tested on Ubuntu 17.04.

(A Mac OS X port is in progress on the "osx" branch, it works but is not yet merged so feel free to try it.)

Demo

A demo of the user interface and description of the idea and results is available at:

https://youtu.be/y1wKMhJdeUw

Requires

• numpy, scipy, matplotlib: apt-get install python3-numpy

Generate data

• STK: https://ccrma.stanford.edu/software/stk/
• h5py: apt-get install python3-h5py || pip install h5py

Training

• TensorFlow: http://tensorflow.org/

Running

• Python 3
• PyQt5: apt-get install python3-pyqt5

Build

python3 setup.py build

Install

python3 setup.py install

Run

python3 main.py