90s Pop Lyrics Generator

This repository is an exploration on sequence-to-sequence models using RNNs. It attempts to build an AI which can generate 90s pop lyrics.

Details can be found with it's accompanying blog post.

Usage

Obtain the required dataset
Place it at data/dataset.csv
Run the create_corpus.py to generate the corpus.
Run the model.py to train the model.
Run the generate_lyrics.py "some input" 500 'model/100000ex-128a-50b-20c-2018-09-19 19:41:58.hdf5' 'data/charset.csv' generate lyrics.
- "some input" being the starting string
- 500 being the number of chars to generate
- 'model/100000ex-128a-50b-20c-2018-09-19 19:41:58.hdf5' being the model file
- 'data/charset.csv' being the charset array file

peace. love. spice up your life.

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
.ipynb_checkpoints		.ipynb_checkpoints
diagram		diagram
logs		logs
model		model
.gitignore		.gitignore
README.md		README.md
create_corpus.ipynb		create_corpus.ipynb
create_corpus.py		create_corpus.py
generate_90s_pop_lyrics_char_level.ipynb		generate_90s_pop_lyrics_char_level.ipynb
generate_lyrics.ipynb		generate_lyrics.ipynb
generate_lyrics.py		generate_lyrics.py
model.ipynb		model.ipynb
model.py		model.py
results.md		results.md