EnViTSA: Ensemble of Vision Transformer with SpecAugment for Acoustic Event Classification.
Kian-Ming LimChin-Poo LeeZhi Yang LeeAli AlqahtaniPublished in: Sensors (2023)
Keyphrases
- training set
- final classification
- benchmark datasets
- machine learning
- multiple classifiers
- classification accuracy
- fuzzy logic
- classification systems
- ensemble methods
- class labels
- image classification
- text classification
- ensemble learning
- training samples
- majority voting
- decision trees
- vision system
- support vector machine svm
- feature vectors
- feature ranking
- pattern classification
- cost sensitive
- computer vision
- high voltage
- classifier ensemble
- ensemble classifier
- ensemble classification
- regression problems
- classification scheme
- generalization ability
- classification models
- news articles
- event detection
- svm classifier
- multi class
- active learning
- feature space
- feature extraction
- feature selection