deep-improvisation
deep-improvisation copied to clipboard
Published
20 hours ago •
tatsuyah
tatsuyah
Easy-to-use Deep LSTM Neural Network to generate song sounds like containing improvisation.
Deep Improvisation
Easy-to-use Deep LSTM Neural Network to generate song like containing improvisation.
Dependencies
- Keras
- TensorFlow
- Python MIDI
Usage
1. Set up environment (conda recommended)
pip install -r requirements.txt
2. Parse MIDI file to text
python ./src/parse_midi_to_text.py
3. Train the model (GPU recommended)
python ./src/training.py
4. Generate music
python ./src/generate_music.py
Note
- You can use other MIDI file to train the model to generate new song. Change the file
./midi/original/original_song.mid. - MIDI format is usually consist of multiple track and this repository is currently not supporting automatic detection which track is main part of the song. So you may have to choose track as index of the pattern in
parse_midi_to_text.py.
License
MIT © Tatsuya Hatanaka
tatsuyah