Music emotion prediction based on lyrics and probability
This project is to try something in Natural Language Processing.
The goal is to distinguish happy and sad two emotions of entire lyric based on the initial experiments on a preliminary data set of 200 lyrics with different artists and genres which already being classified as happy or sad emotion.
This is my first Python project and also my first project published on GitHub.
- Supervised Learning idea
- Naive Bayesian Classifier idea
- Part-of-speech tagging
- Probability and statistics
- Natural Language Toolkit (NLTK)