anuragithub / song-lyrics-generator

Project implements NLG to generate song lyrics using long-short-term-memory(LSTMs).

Song lyrics Generator

This repo focusses on using LSTMs to generate song lyrics.

Requirements

Use the package manager pip to install the requirements.

pip install tensorflow
pip install keras
pip install nltk
pip install pandas

Data

Data used for the project was obtained from Kaggle. Link to the dataset: https://www.kaggle.com/gyani95/380000-lyrics-from-metrolyrics

Usage

• Download dataset from the above source and replace the empty file in data directory named as "lyrics.csv".
• Run the project using the command below
• You can tweak around the hyper-parameters being used for training the model.
• Since the dataset is huge, currently for paging overflow, only 10k rows are being used.

python main.py

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

License