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All Projects → burliEnterprises → Tensorflow Music Generator

burliEnterprises / Tensorflow Music Generator

generates music (midi files) using a Tensorflow RNN

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python
139335 projects - #7 most used programming language

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tensorflowmidi

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View All Similar Projects ➔

tensorflow-music-generator

generates music (midi files) using a Tensorflow RNN

Read more about it on Medium: https://medium.com/@m_ko/deep-learning-with-tensorflow-part-3-music-and-text-generation-370cf37bb071

Hear a demo of the result here: https://www.youtube.com/watch?v=5wZIQ9XHNns&feature=youtu.be

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)

Dependencies

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

Use pip to install any missing dependencies (pip install --upgrade ... )

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

Basic Usage

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

python rbm_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. Training will take 5-10 minutes on a modern laptop. The output will be a collection of midi files.

Credits

The credit for this code goes to dshieble and llSourcell

Have fun!

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