A Method of Environmental Sound Classification Based on Residual Networks and Data Augmentation.
Jinfang ZengYouming LiYu ZhangDa ChenPublished in: Int. J. Comput. Intell. Appl. (2021)
Keyphrases
- synthetic data
- classification accuracy
- classification method
- input data
- ordinal data
- data sets
- database
- large scale data sets
- machine learning methods
- support vector machine
- missing data
- cross validation
- classification scheme
- benchmark data sets
- statistical methods
- support vector machine svm
- training samples
- prior knowledge
- data points
- pairwise
- data structure
- pattern classification
- missing values
- decision trees
- preprocessing
- classification process
- objective function
- noisy data
- prior information
- image data
- decision rules
- feature selection
- network structure
- test data
- supervised learning
- feature set
- classification rate
- bayesian methods
- image classification
- model selection