New techniques for improving the practicality of an SVM-based speech/music classifier.
Chungsoo LimSeong-Ro LeeYeonwoo LeeJoon-Hyuk ChangPublished in: ICASSP (2012)
Keyphrases
- support vector machine
- support vector
- svm classifier
- audio signals
- audio features
- speech music discrimination
- speech recognition
- feature set
- support vector machine svm
- learning algorithm
- feature selection
- classification algorithm
- training data
- classification method
- audio recordings
- training set
- music recommendation
- decision trees
- classifier systems
- classification rate
- classification process
- information retrieval
- digital audio
- speech signal
- class labels
- training examples
- linear classifiers
- music information retrieval
- spoken language
- speaker identification
- k nearest neighbor
- relevance feedback
- feature vectors
- computer music
- active learning