SMak06 / MusicGenerationAI

Create sequences of pop music as midi files using Tensorflow RNN

MusicGenerationAI

Create sequences of pop music as midi files using Tensorflow RNN https://github.com/SMak06/MusicGenerationAI/blob/master/CSE401_project.pdf

Overview

Use TensorFlow to generate short sequences of music with a Restricted Boltzmann Machine. Original code comes from YouTube, see here: (https://youtu.be/ZE7qWXX05T0)

Requirements (packages)

• Tensorflow
• pandas
• numpy
• msgpack-python
• glob2
• tqdm
• python-midi

Dependencies on Windows with python3

    pip3 install pandas
    pip3 install msgpack-python
    pip3 install numpy
    pip3 install glob2
    pip3 install tqdm
    pip3 install py-midi

Usage

To train the model and create music, simply clone this directory and run

python chords.py

The training data goes in the pop_music_midi folder. You have to use MIDI files. You can find some here. I have already added pop songs. The output will be a collection of midi files.