Selecting Small Audio Feature Sets in Music Classification by Means of Asymmetric Mutation.
Bernd BischlIgor VatolkinMike PreussPublished in: PPSN (1) (2010)
Keyphrases
- feature set
- audio features
- classification accuracy
- feature selection
- classification models
- feature vectors
- feature extraction
- feature space
- genre classification
- class labels
- extracted features
- music genre classification
- feature extraction and selection
- feature representation
- audio signals
- random forest
- audio visual
- audio signal
- speaker identification
- pattern recognition
- feature reduction
- decision trees
- multimedia
- music information retrieval
- structural features
- mel frequency cepstral coefficients
- automatic music genre classification
- feature subset
- multi modal
- text classification
- data mining
- low level
- data sets
- shape features
- speech music discrimination
- music score
- cepstral coefficients
- machine learning
- image processing
- support vector machine
- individual features
- information retrieval systems
- feature types
- visual features
- gaussian mixture model
- dimensionality reduction methods