Lo-Fi Generator using deep-learning methods.

Final models

Drums line model: LSTM based model.
Piano roll model: Variational-Autoencoder model.

Simply run python3 generate_music.py.

Name	Name	Last commit message	Last commit date
Latest commit arman-aminian Update README.md Nov 28, 2022 3c1f7ef · Nov 28, 2022 History 81 Commits
data	data	add: get_notes funstion	Oct 18, 2021
midi_songs	midi_songs	add: get_notes funstion	Oct 18, 2021
.gitignore	.gitignore	fix: gitignore file updated.	Jan 17, 2022
Drums Generator.ipynb	Drums Generator.ipynb	refactor: some files refactored.	Jan 26, 2022
LoFi Generator-VAE.ipynb	LoFi Generator-VAE.ipynb	refactor: some files refactored.	Jan 26, 2022
LoFi Generator.ipynb	LoFi Generator.ipynb	fix: generator parameters updated.	Jan 6, 2022
Piano Generator - Autoencoder.ipynb	Piano Generator - Autoencoder.ipynb	refactor: some files refactored.	Jan 26, 2022
Piano Generator.ipynb	Piano Generator.ipynb	refactor: some files refactored.	Jan 26, 2022
README.md	README.md	Update README.md	Nov 28, 2022
Variational Autoencoder - Piano Generator.ipynb	Variational Autoencoder - Piano Generator.ipynb	feat: vae model without kld scatter plot added.	Jan 25, 2022
data.py	data.py	feat: seq data generator added.	Dec 21, 2021
generate_music.py	generate_music.py	feat: add randomness to selected noise and vocal	Jan 31, 2022
midi_util.py	midi_util.py	feat: midi utils added.	Dec 21, 2021