https://github.com/ewenme/gpt-2-raps
generate lyrics with GPT-2
https://github.com/ewenme/gpt-2-raps
gpt-2 gpt2 lyrics-generator text-generation
Last synced: 5 months ago
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generate lyrics with GPT-2
- Host: GitHub
- URL: https://github.com/ewenme/gpt-2-raps
- Owner: ewenme
- License: mit
- Created: 2019-03-09T15:18:41.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-03-14T17:49:22.000Z (over 6 years ago)
- Last Synced: 2024-11-15T20:38:47.535Z (11 months ago)
- Topics: gpt-2, gpt2, lyrics-generator, text-generation
- Language: Jupyter Notebook
- Homepage: https://ewenme.github.io/gpt-2-raps/
- Size: 366 KB
- Stars: 37
- Watchers: 2
- Forks: 10
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# gpt-2 raps
A neural rap lyrics generator powered by [GPT-2](https://blog.openai.com/better-language-models/), ported from [gpt-2-poetry](https://github.com/kylemcdonald/gpt-2-poetry) by [@kcimc](https://twitter.com/kcimc/).
## Example
Demo running [here](https://ewenme.github.io/gpt-2-raps/).
## Setup
- R, [geniusr](https://github.com/ewenme/geniusr) for sourcing original lyrics from [Genius](https://genius.com/)
- Python, [GPT-2](https://github.com/openai/gpt-2/) for generating lyrics (follow [these installation instructions](https://github.com/openai/gpt-2/blob/master/DEVELOPERS.md) for GPT-2)
## Contents
Input:
- Genius song IDs stored in `genius_song_ids.txt`
src:
- `00_requirements.R` installs/loads required R libraries
- `01_get-raps.R` gets lyrics from Genius for tracks in `genius_song_ids.txt`, then exports to text files
- `02_gen-raps.ipynb` makes new lyrics based on random chunks from existing lyrics and seed words (should be run from your `gpt-2/src/` directory)
Output:
- `[0-9].txt` lyrics as text files (generated by `01_get-raps.R`)
- `lyrics.json` all original lyrics as JSON
- `generated.json` all generated lyrics as JSON
`index.html` houses the demo app.