Support vector machine for EEG signal classification during listening to emotional music.
Yuan-Pin LinChi-Hong WangTien-Lin WuShyh-Kang JengJyh-Horng ChenPublished in: MMSP (2008)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- music retrieval
- music information retrieval
- multi class
- kernel methods
- machine learning
- audio signals
- training data
- support vector
- frequency band
- decision boundary
- eeg signals
- music score
- hyperplane
- k nearest neighbor
- signal processing
- knn
- music recommendation
- feature selection
- neural network
- music composition
- computer music
- feature vectors
- motor imagery
- brain computer interface
- soft margin
- svm classification
- emotional state
- training set
- physiological signals
- eeg data
- audio features
- feature set