https://github.com/vidursatija/rhymenet
A Neural Network model to generate rap songs using LSTMs
https://github.com/vidursatija/rhymenet
generator lstm music neural-network python rnn tensorflow
Last synced: about 2 months ago
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A Neural Network model to generate rap songs using LSTMs
- Host: GitHub
- URL: https://github.com/vidursatija/rhymenet
- Owner: vidursatija
- License: mit
- Created: 2017-08-07T17:12:38.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2017-08-07T17:20:15.000Z (almost 9 years ago)
- Last Synced: 2025-08-28T13:31:36.246Z (10 months ago)
- Topics: generator, lstm, music, neural-network, python, rnn, tensorflow
- Language: Python
- Homepage:
- Size: 7.81 KB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# RhymeNet
### TL;DR
Program generates rap using LSTMs
## Model
Each word has 2 embeddings. 1 is the semantic embedding and the other is the rhyme embedding which is extracted from the nltk cmu dictionary. The model then learns from rap lyrics and predicts paragraphs.
## Dependencies
1. NLTK
2. Tensorflow
3. Numpy
4. [lyrics_scraper](https://github.com/rohankshir/lyrics_scraper)