Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch.
Ting DangThomas QuinnellCecilia MascoloPublished in: INTERSPEECH (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- supervised learning
- active learning
- unsupervised learning
- training data
- manifold regularization
- machine learning
- graph based semi supervised learning
- semi supervised learning algorithms
- learning problems
- co training
- labeled and unlabeled data
- label propagation
- regularization framework
- data analysis
- multimedia
- text classification
- object detection
- probabilistic model
- high dimensional
- learning models
- labeled examples
- semi supervised learning methods
- computer vision