MediaEval 2014: THU-HCSIL Approach to Emotion in Music Task using Multi-level Regression.
Yuchao FanMingxing XuPublished in: MediaEval (2014)
Keyphrases
- regression model
- audio visual
- emotion recognition
- music information retrieval
- regression algorithm
- facial expressions
- multi layer
- regression methods
- support vector
- ridge regression
- music recommendation
- computer music
- music retrieval
- audio signals
- music score
- gaussian processes
- support vector regression
- repeating patterns
- locally weighted
- audio features
- polynomial regression
- human decision making
- music emotion classification
- music composition
- aggregating algorithm
- artificial intelligence
- gaussian process regression
- simple linear
- regression method
- partial least squares
- regression problems
- emotional state
- linear regression
- feature space
- decision trees
- feature selection