Contrastive Embeddind Learning Method for Respiratory Sound Classification.
Wenjie SongJiqing HanHongwei SongPublished in: ICASSP (2021)
Keyphrases
- classification method
- support vector machine svm
- unsupervised learning
- accuracy rate
- supervised learning
- preprocessing
- prior knowledge
- classification accuracy
- cross validation
- decision rules
- training samples
- support vector machine
- classification scheme
- benchmark data sets
- feature set
- incremental learning
- learning scheme
- similarity measure
- pattern classification
- classification process
- transductive learning
- segmentation method
- detection method
- significant improvement
- learning process
- classification algorithm
- model selection
- machine learning methods
- learning tasks
- pairwise
- support vector
- objective function
- training data
- image segmentation
- discriminative learning
- supervised learning algorithms
- machine learning