Investigation of Different CNN-Based Models for Improved Bird Sound Classification.
Jie XieKai HuMingying ZhuJinghu YuQibing ZhuPublished in: IEEE Access (2019)
Keyphrases
- classification models
- machine learning
- probabilistic model
- machine learning algorithms
- classification systems
- machine learning approaches
- machine learning methods
- statistical models
- classification accuracy
- convolutional neural network
- data sets
- pattern classification
- statistical model
- unsupervised learning
- image classification
- support vector
- pattern recognition
- preprocessing
- learning algorithm
- models built
- cellular neural networks
- decision trees
- feature extraction
- classification rate
- computational models
- markov random field
- feature vectors
- classification method
- active learning
- cross validation
- benchmark datasets
- support vector machine
- support vector machine svm
- supervised learning
- model selection