Generative Adversarial Network Based Acoustic Scene Training Set Augmentation and Selection Using SVM Hyper-Plane.
Seongkyu MunSangwook ParkDavid K. HanHanseok KoPublished in: DCASE (2017)
Keyphrases
- hyperplane
- svm classifier
- training set
- training samples
- support vector machine
- support vectors
- feature space
- support vector
- support vector machine svm
- input space
- decision boundary
- maximum margin
- training data
- training examples
- image classification
- kernel function
- data sets
- nearest neighbor
- linearly separable
- supervised learning
- video sequences
- maximal margin
- classification algorithm
- classification accuracy
- feature vectors
- knn
- data points
- principal components
- learning algorithm
- cross validation
- unlabeled data
- face images
- multi class
- active learning
- decision trees
- generative model
- semi supervised
- pairwise
- decision function
- stereo imaging