Uncertainty in Semi-Supervised Audio Classification - A Novel Extension for FixMatch.
Sascha GrollmischEstefanía CanoHanna M. LukashevichJakob AbeßerPublished in: EUSIPCO (2023)
Keyphrases
- semi supervised
- supervised learning
- pattern recognition
- feature vectors
- unlabeled data
- preprocessing
- semi supervised classification
- co training
- supervised classification
- classification scheme
- pattern classification
- classification accuracy
- classification algorithm
- text classification
- support vector machine svm
- machine learning
- semi supervised learning
- labeled and unlabeled data
- class labels
- benchmark datasets
- image classification
- decision trees
- pairwise
- support vector
- automatic classification
- semi supervised learning algorithms
- semi supervised clustering
- multimedia
- label information
- emotion recognition
- feature extraction
- training set
- data sets
- classification models
- classification method
- rough sets
- decision rules
- signal processing
- unsupervised learning
- labeled data