Improved Convolutional Neural Networks for Acoustic Event Classification.
Guichen TangRuiyu LiangYue XieYongqiang BaoShijia WangPublished in: Multim. Tools Appl. (2019)
Keyphrases
- convolutional neural networks
- image classification
- classification accuracy
- pattern recognition
- event detection
- classification algorithm
- feature extraction
- classification models
- feature vectors
- automatic classification
- support vector machine svm
- news articles
- data sets
- classification method
- classification systems
- classification process
- classification scheme
- cost sensitive
- pattern classification
- neural network
- training samples
- supervised learning
- active learning
- support vector
- classification rules
- machine learning methods
- class labels
- benchmark datasets
- unsupervised learning
- model selection
- eeg signals
- machine learning