Fast MVAE: Joint separation and classification of mixed sources based on multichannel variational autoencoder with auxiliary classifier.
Li LiHirokazu KameokaShoji MakinoPublished in: CoRR (2018)
Keyphrases
- classification scheme
- classification method
- classification process
- classification algorithm
- decision trees
- svm classifier
- nearest neighbor classifier
- classification rate
- multiple classifiers
- feature space
- training set
- feature selection
- classification models
- support vector machine
- learning vector quantization
- multi category
- accurate classification
- hierarchical classification
- final classification
- training samples
- classification schemes
- support vector
- feature set
- k nearest neighbour
- classification accuracy
- higher classification accuracy
- nearest neighbor rule
- classifier combination
- pattern classification
- probabilistic classifiers
- class labels
- image classification
- feature extraction and classification
- pattern recognition
- machine learning
- decision boundary
- fuzzy classifier
- image segmentation
- support vector machine svm
- individual classifiers
- multi class
- fuzzy support vector machine
- unseen data
- multi class classifier
- discriminative learning
- multiclass classification
- classifier ensemble
- binary classifiers
- extracted features
- feature vectors
- training data
- multiple classifier systems
- bayesian classifier
- nearest neighbour
- supervised classification
- class imbalance
- training process
- data sources
- rule based classifier
- feature extraction