Exploring new features for music classification.
Rémi FoucardSlim EssidGaël RichardMathieu LagrangePublished in: WIAMIS (2013)
Keyphrases
- classification accuracy
- feature vectors
- feature space
- feature extraction
- classification method
- feature set
- classification models
- feature selection
- classification process
- irrelevant features
- svm classifier
- feature values
- feature construction
- extracted features
- automatic classification
- extracting features
- features extraction
- decision trees
- class labels
- support vector machine svm
- gender classification
- svm classification
- discriminative features
- pattern recognition
- image features
- supervised learning
- benchmark datasets
- feature subset
- high dimensionality
- decision tree classifiers
- low level
- feature representation
- feature weights
- object recognition
- feature reduction
- support vector
- genre classification
- musical instrument
- preprocessing
- training set
- active learning
- multiple features
- classification scheme
- support vector machine
- classification algorithm
- image classification