khasanovaa / Sonia

SONIA - sensuous original network invents audio

Here you can find implemented RNN that composes music.

For training this RNN I used samples in boogie-woogie style. You can find it in /Samples directory.

You can check generated samples here: https://drive.google.com/open?id=1Ny8rjikoj6Xp7_9eKGzicqCz4fMV-9Bq

Or try to create music by yourself!

For using it the following libraries need to be installed:

numpy, midi2audio, mido, torch, os

(You can download them using pip3 install name_of_library).

After all libraries installed:

1. clone repository

2. run python3 run.py from Sonia directory

3. enter any integer number

4. now you can find 2 files in .midi and .wav format at current directory

This project was implemented basing on "This Time with Feeling: Learning Expressive Musical Performance" article (https://arxiv.org/abs/1808.03715).