Few-Shot Class-Incremental Audio Classification Using Dynamically Expanded Classifier With Self-Attention Modified Prototypes.
Yanxiong LiWenchang CaoWei XieJialong LiEmmanouil BenetosPublished in: IEEE Trans. Multim. (2024)
Keyphrases
- class labels
- multiclass classification
- classification algorithm
- training set
- classification method
- classification scheme
- class probabilities
- classification process
- support vector
- discriminant functions
- class dependent
- multi class
- minimum distance classifier
- support vector machine
- higher classification accuracy
- single class
- feature selection
- training samples
- classification accuracy
- class conditional
- svm classifier
- supervised learning
- classification rate
- feature space
- binary classifiers
- probabilistic classifiers
- binary classification problems
- classification models
- individual classifiers
- training data
- multi class classification
- class specific
- accurate classification
- final classification
- nearest neighbor classifier
- multiple classifiers
- decision trees
- bayesian classifier
- intra class
- decision boundary
- labeled data
- support vector machine svm
- incremental learning
- jumping emerging patterns
- video sequences
- feature set
- learning vector quantization
- k nearest neighbour
- pattern classification
- classifier combination
- cost sensitive
- multi class problems
- extracted features
- ensemble classifier
- video frames
- video data
- multiple classifier systems
- class membership
- roc curve
- text classification
- feature vectors
- feature extraction