Rethinking environmental sound classification using convolutional neural networks: optimized parameter tuning of single feature extraction.
Yousef Abd Al-HattabHasan Firdaus ZakiAmir Akramin ShafiePublished in: Neural Comput. Appl. (2021)
Keyphrases
- parameter tuning
- single feature
- convolutional neural networks
- feature selection
- decision trees
- support vector machine
- feature extraction
- classification algorithm
- discriminative power
- image classification
- text classification
- feature ranking
- machine learning
- supervised learning
- classification accuracy
- training set
- genetic algorithm
- recognition rate
- classification method
- incremental learning
- parameter settings
- classification models
- simulated annealing
- support vector machine svm
- svm classifier
- high dimensionality
- feature subset selection
- feature space
- support vector