ICA-FX Features for Classification of Singing Voice and Instrumental Sound.
Tat-Wan LeungChong-Wah NgoRynson W. H. LauPublished in: ICPR (2) (2004)
Keyphrases
- feature extraction
- classification accuracy
- feature set
- feature vectors
- feature space
- classification process
- classification models
- pattern recognition
- extracting features
- preprocessing
- feature extraction and classification
- benchmark datasets
- classification method
- high dimensionality
- gender classification
- class labels
- svm classifier
- support vector machine svm
- independent component analysis
- extracted features
- feature analysis
- supervised learning
- support vector machine
- image processing
- machine learning
- textural features
- decision trees
- independent components
- principle component analysis
- pattern classification
- svm classification
- feature values
- feature representation
- feature selection algorithms
- classification algorithm
- training set
- support vector
- face recognition
- discriminative features
- feature subset
- irrelevant features
- features extraction
- feature reduction
- spectral features
- decision tree classifiers
- musical instrument