Few-shot Class-incremental Audio Classification Using Stochastic Classifier.
Yanxiong LiWenchang CaoJialong LiWei XieQianhua HePublished in: INTERSPEECH (2023)
Keyphrases
- class labels
- classification method
- multiclass classification
- classification scheme
- classification process
- classification algorithm
- decision trees
- support vector machine
- single class
- intra class
- class probabilities
- minimum distance classifier
- training set
- training data
- support vector
- class dependent
- discriminant functions
- binary classifiers
- feature selection
- multi class classification
- feature space
- multi class
- classification accuracy
- incremental learning
- classification models
- nearest neighbor classifier
- probabilistic classifiers
- svm classifier
- decision boundary
- binary classification problems
- classification rate
- learning vector quantization
- class membership
- training samples
- multiple classifiers
- class conditional
- final classification
- k nearest neighbour
- multi class problems
- jumping emerging patterns
- naive bayes
- class specific
- supervised learning
- image classification
- support vector machine svm
- classifier ensemble
- multimedia
- accurate classification
- higher classification accuracy
- feature set
- machine learning
- feature extraction
- feature vectors
- multiple classifier systems
- individual classifiers
- roc curve
- binary classification
- text classification
- pattern classification
- cost sensitive
- nearest neighbour
- fold cross validation
- classification trees