https://github.com/dewmal/lyrics_gen
Pytorch Text GAN for lyrics generation
https://github.com/dewmal/lyrics_gen
Last synced: 5 months ago
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Pytorch Text GAN for lyrics generation
- Host: GitHub
- URL: https://github.com/dewmal/lyrics_gen
- Owner: dewmal
- Created: 2019-04-11T00:13:48.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-04-13T15:03:06.000Z (about 7 years ago)
- Last Synced: 2024-04-14T21:17:06.724Z (about 2 years ago)
- Language: Python
- Homepage:
- Size: 11.7 KB
- Stars: 9
- Watchers: 4
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.MD
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README
## Lyrics Generator
### PyTorch - Generative Adversarial Network For Text Generate
#### Dataset
380,000+ lyrics from MetroLyrics
https://www.kaggle.com/gyani95/380000-lyrics-from-metrolyrics
#### Requirements
* pandas - data import
* spacy - nlp
* pytorch - computation
* numpy - computation
* pytorch-ignite - manage training process
#### Getting Start
1. ##### Download dataset
* using kaggle api
```bash
!kaggle datasets download -d gyani95/380000-lyrics-from-metrolyrics
mkdir data
mv 380000-lyrics-from-metrolyrics.zip data/
```
2. ##### Python Requirements install and run
```bash
pip install -r requirements.txt
python app.py
```