Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training.
Kah Kuan TehHuy Dat TranPublished in: Interspeech (2021)
Keyphrases
- training set
- training samples
- supervised learning
- training phase
- classification method
- training process
- classification accuracy
- automatic classification
- pattern recognition
- object detection
- classification performances
- classification models
- classification scheme
- support vector
- feature vectors
- feature extraction
- decision trees
- discriminative classifiers
- training dataset
- limited resources
- multi layer perceptron
- pattern classification
- machine learning
- training examples
- support vector machine svm
- neural network
- artificial neural networks
- feature space
- feature selection
- face recognition
- sufficient training data
- avoid overfitting
- digital mammograms
- labelled data
- linear svm
- multimedia
- test set
- feature set
- text classification
- detection method
- low complexity