Automatic Music Mood Classification Based on Timbre and Modulation Features.
Jia-Min RenMing-Ju WuJyh-Shing Roger JangPublished in: IEEE Trans. Affect. Comput. (2015)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- features extraction
- feature set
- feature space
- classification models
- classification method
- classification process
- extracted features
- svm classifier
- genre classification
- neural network
- benchmark datasets
- gender classification
- music information retrieval
- feature values
- high dimensionality
- feature representation
- speech music discrimination
- extracting features
- text classification
- music retrieval
- support vector machine
- low level
- pattern recognition
- support vector
- feature selection
- feature weights
- irrelevant features
- acoustic features
- statistical classification
- pattern classification
- feature analysis
- discriminative features
- class labels
- support vector machine svm
- co occurrence
- training data
- decision trees
- machine learning
- classification rate
- gabor filters
- feature subset
- textural features
- image features
- image retrieval
- musical instrument