Song-Level Features and Support Vector Machines for Music Classification.
Michael I. MandelDan EllisPublished in: ISMIR (2005)
Keyphrases
- support vector
- classification accuracy
- svm classifier
- feature set
- feature vectors
- feature extraction
- support vector machine
- classification models
- feature space
- musical instrument
- svm classification
- classification method
- audio features
- image classification
- classification process
- extracting features
- learning machines
- extracted features
- support vector machine svm
- training examples
- benchmark datasets
- large margin classifiers
- decision trees
- false positives
- pattern recognition
- class labels
- feature selection
- training set
- feature ranking
- discriminative features
- feature values
- multi class classification
- classification scheme
- training data
- multiple kernel learning
- logistic regression
- music information retrieval
- feature subset
- cross validation
- face recognition
- feature level
- genre classification
- reduced set
- kernel methods
- linear discriminant analysis
- hyperplane
- generalization ability
- visual features
- kernel function
- support vectors
- feature representation