https://github.com/arman-aminian/lofi-generator
Music(Lo-fi) generation using deep learning techniques.
https://github.com/arman-aminian/lofi-generator
autoencoder deep-learning lo-fi lofi low-pass-filter lstm machine-learning music music-generation music-generation-deep-learning music-generator vae variational-autoencoder
Last synced: 26 days ago
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Music(Lo-fi) generation using deep learning techniques.
- Host: GitHub
- URL: https://github.com/arman-aminian/lofi-generator
- Owner: arman-aminian
- Created: 2021-10-17T07:43:24.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2022-11-28T13:08:47.000Z (over 2 years ago)
- Last Synced: 2025-04-04T14:11:20.336Z (about 2 months ago)
- Topics: autoencoder, deep-learning, lo-fi, lofi, low-pass-filter, lstm, machine-learning, music, music-generation, music-generation-deep-learning, music-generator, vae, variational-autoencoder
- Language: Jupyter Notebook
- Homepage: http://lofier.herokuapp.com
- Size: 52.3 MB
- Stars: 83
- Watchers: 2
- Forks: 12
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Lo-Fi Generator using deep-learning methods.
## Final models
Drums line model: LSTM based model.
Piano roll model: Variational-Autoencoder model.
## Presentaion slides
https://docs.google.com/presentation/d/1vmBDqgroNriB8eKM3JJqfl4Iq-t68spLxWECeSrEFQ0/edit?usp=sharing
## Presentaion video (in Persian)
https://www.aparat.com/v/UwtMO
## Usage
Simply run `python3 generate_music.py`.