Acoustic classification using semi-supervised Deep Neural Networks and stochastic entropy-regularization over nearest-neighbor graphs.
Sunil ThulasidasanJeffrey A. BilmesPublished in: ICASSP (2017)
Keyphrases
- nearest neighbor
- neural network
- semi supervised
- pattern recognition
- training set
- nearest neighbor algorithm
- knn
- semi supervised classification
- classification rules
- supervised learning
- support vector
- classification accuracy
- semi supervised learning
- high dimensional
- nearest neighbor classifier
- co training
- pattern classification
- decision trees
- multi layer perceptron
- feature vectors
- decision boundary
- information theory
- incremental learning
- classification algorithm
- support vector machine svm
- unsupervised learning
- k nearest neighbor
- training samples
- nearest neighborhood
- feature selection
- graph construction
- active learning
- nearest neighbor search
- artificial neural networks
- feature extraction
- multi view
- labeled data
- data sets
- text classification
- image classification
- training process
- neural network model
- support vector machine
- kernel methods
- rule extraction
- clustering algorithm
- kernel machines
- class labels
- distance function
- manifold regularization