Few-Shot Class-Incremental Audio Classification With Adaptive Mitigation of Forgetting and Overfitting.
Yanxiong LiJialong LiYongjie SiJiaxin TanQianhua HePublished in: IEEE ACM Trans. Audio Speech Lang. Process. (2024)
Keyphrases
- incremental learning
- decision trees
- class labels
- pattern recognition
- support vector
- multi class classification
- cross validation
- feature vectors
- multiclass classification
- classification algorithm
- classification method
- support vector machine
- classification accuracy
- signal processing
- training set
- feature extraction
- intra class
- visual information
- classification scheme
- text classification
- multimedia
- machine learning
- class specific
- class membership
- unseen data
- neural network
- pattern classification
- detection algorithm
- support vector machine svm
- multi modal
- feature space