Ensemble of convolutional neural networks to improve animal audio classification.
Loris NanniYandre M. G. CostaRafael de Lima AguiarRafael B. MangolinSheryl BrahnamCarlos N. SillaPublished in: EURASIP J. Audio Speech Music. Process. (2020)
Keyphrases
- convolutional neural networks
- classification accuracy
- final classification
- music genre classification
- multiple classifiers
- classification method
- feature vectors
- automatic music genre classification
- classification scheme
- pattern recognition
- training set
- support vector machine
- classification algorithm
- wrapper feature selection
- svm classifier
- machine learning
- support vector
- feature extraction
- feature selection
- neural network
- feature space
- classification models
- classification systems
- decision trees
- multiple classifier systems
- speech music discrimination
- convolutional network
- concept drifting data streams
- support vector machine svm
- training data
- classifier ensemble
- machine learning methods
- text classification