An Ensemble of Convolutional Neural Networks for Audio Classification.
Loris NanniGianluca MaguoloSheryl BrahnamMichelangelo PaciPublished in: CoRR (2020)
Keyphrases
- convolutional neural networks
- classification accuracy
- feature selection
- pattern recognition
- automatic music genre classification
- training set
- machine learning
- classification scheme
- neural network
- classification algorithm
- final classification
- majority voting
- support vector machine
- feature vectors
- support vector machine svm
- feature space
- decision trees
- ensemble classification
- feature extraction
- regression problems
- classification systems
- classification models
- support vector
- class labels
- training samples
- image classification
- supervised learning
- machine learning methods
- machine learning algorithms
- multimedia
- model selection
- ensemble classifier
- imbalanced data
- multiple classifiers
- signal processing
- music genre classification
- learning algorithm
- concept drifting data streams
- object detection