An SVM-based classification approach to musical audio.
Namunu Chinthaka MaddageChangsheng XuYe WangPublished in: ISMIR (2003)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- automatic music genre classification
- genre classification
- data sets
- pattern recognition
- music information retrieval
- classification systems
- automatic classification
- classification accuracy
- text classification
- machine learning
- classification method
- active learning
- training set
- benchmark datasets
- svm classifier
- classification process
- decision rules
- classification algorithm
- feature space
- audio visual
- artificial intelligence
- image classification
- training data
- cancer diagnosis
- audio features
- emotion recognition
- classification scheme
- classification models
- cost sensitive
- multi class
- machine learning algorithms
- supervised learning
- training samples