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Introduction

This is the repo for Auto Song Generation of Irish Folk songs.
This is part of my COMP47410 Computational Creativity Assignment

📒 Index

🔰 About

This project is part of the final assignment for COMP47410 Computational Creativity. The repo contains a machine learning model that takes a folder of lyrics and outputs generated text before posting it on twitter. The lyrics directory can be swapped with any text type data to train then generated.

🔌 Installation

$ git clone https://github.com/RyanJennings1/CC-Song-Generator.git

Install the project before use to include all the dependencies:

  • tensorflow==1.13.1
  • tweepy
  • pyenchant
  • nltk
$ python3 setup.py install

Also Required A Twitter developer account is needed to get Twitter API secrets which can be used to make the bot post to twitter.

Logins for making a connection to Twitter are brought in from user's shell environment values twitter_api_key, twitter_api_key_secret, twitter_access_token and twitter_access_token_secret

☀️ Usage

After installation and being built just run the binary

$ ./bin/ccsonggenerator --help
usage: ccsonggenerator [-h] [--train] [--run] [--analyse] [--version]

optional arguments:
  -h, --help     show this help message and exit
  --train, -t    Train the model on lyrics data
  --run, -r      Run the model to generate an output
  --analyse, -a  Analyse existing tweets published
  --version, -v  Print version

🔧 Development

If anybody wants to contribute to this project or fork it feel free.

🌟 Credit/Acknowledgment

Ryan Jennings
burliEnterprises