Ensemble Model-Based Singer Classification with Proposed Vocal Segmentation.
Balachandra KumaraswamyPublished in: Wirel. Pers. Commun. (2024)
Keyphrases
- classification accuracy
- final classification
- features extraction
- feature selection
- neural network
- segmentation algorithm
- training set
- fully unsupervised
- statistical classification
- multiscale
- level set
- machine learning
- region growing
- text classification
- multiple classifiers
- pixel classification
- feature set
- pattern recognition
- decision trees
- multiple classifier systems
- decision tree classifiers
- majority voting
- concept drifting data streams
- ensemble classifier
- classification models
- class labels
- feature extraction
- support vector
- feature space
- feature vectors
- supervised learning
- classification method
- image classification
- pigmented skin lesions
- image segmentation
- support vector machine
- pruning algorithm
- medical images
- classifier combination
- training samples
- benchmark datasets
- regression problems
- ensemble learning
- generalization ability
- segmentation method
- ensemble methods
- cross validation