Automatic music genres classification as a pattern recognition problem.
Ihtisham Ul HaqFauzia KhanSana SharifArsalan ShaukatPublished in: ICMV (2013)
Keyphrases
- pattern recognition
- genre classification
- pattern classification
- speech music discrimination
- feature extraction
- pattern recognition problems
- support vector machine svm
- machine learning
- pattern analysis
- classification accuracy
- automatic classification
- support vector machine
- signal processing
- image analysis
- statistical classification
- feature space
- classification systems
- feature vectors
- support vector
- fully automatic
- classifier combination
- decision rules
- automatic indexing
- features extraction
- computer vision
- dimensionality reduction
- decision trees
- classification scheme
- neural network
- classification rules
- machine learning methods
- classification method
- training samples
- unsupervised learning
- model selection
- text classification
- feature set
- supervised learning