Classification and Regression of Music Lyrics: Emotionally-Significant Features.
Ricardo MalheiroRenato PandaPaulo GomesRui Pedro PaivaPublished in: KDIR (2016)
Keyphrases
- significant features
- music information retrieval
- support vector
- audio signals
- regression problems
- feature extraction
- music retrieval
- model selection
- pattern recognition
- classification accuracy
- support vector machine
- feature space
- image classification
- text classification
- cross validation
- training set
- machine learning
- emotion classification
- classification method
- audio recordings
- classification scheme
- feature selection
- numeric values
- digital music
- support vector regression
- svm classifier
- regression model
- training data