Generative Adversarial Network-Based Semi-supervised Learning for Pathological Speech Classification.
Nam H. TrinhDarragh O'BrienPublished in: SLSP (2020)
Keyphrases
- semi supervised learning
- unsupervised learning
- supervised learning
- improve the classification accuracy
- semi supervised
- semi supervised classification
- co training
- unlabeled data
- semi supervised learning algorithms
- labeled and unlabeled data
- uci datasets
- transductive support vector machine
- semisupervised learning
- machine learning
- discriminative models
- labeled data
- manifold regularization
- unlabeled samples
- multi label classification
- text classification
- training data
- incremental learning
- text categorization
- active learning
- discriminative learning
- classification accuracy
- supervised learning algorithms
- decision trees
- graph based semi supervised learning
- support vector
- learning models
- training set
- image classification
- support vector machine
- label propagation
- machine learning algorithms
- pattern recognition
- feature space
- multi view
- generative model
- transfer learning
- class labels
- prior knowledge
- classification models
- semi supervised learning methods
- training samples
- information retrieval