Prediction of Multidimensional Emotional Ratings in Music from Audio Using Multivariate Regression Models.
Tuomas EerolaOlivier LartillotPetri ToiviainenPublished in: ISMIR (2009)
Keyphrases
- regression model
- prediction model
- prediction intervals
- linear regression model
- audio signals
- music information retrieval
- music score
- multiple linear regression
- survival analysis
- audio recordings
- music genre classification
- target variable
- audio features
- music scores
- model selection
- regression methods
- multivariate regression
- audio signal
- regression analysis
- emotion recognition
- music retrieval
- prediction accuracy
- explanatory variables
- audio files
- speech music discrimination
- collaborative filtering
- support vector regression
- audio content
- automatic music genre classification
- polyphonic music
- gaussian process
- linear model
- regression trees
- response variable
- generalized linear models
- predictive model
- interval valued data
- generalized linear
- ls svm
- independent variables
- regression method
- musical instruments