An Active Learning Method Using Clustering and Committee-Based Sample Selection for Sound Event Classification.
Shuyang ZhaoToni HeittolaTuomas VirtanenPublished in: IWAENC (2018)
Keyphrases
- sample selection
- active learning
- clustering method
- classification method
- support vector machine
- classification accuracy
- machine learning methods
- clustering algorithm
- classification algorithm
- neural network
- cross validation
- unsupervised learning
- feature set
- decision trees
- data points
- pairwise
- pattern recognition
- support vector machine svm
- semi supervised
- training set
- text classification
- model selection
- training data
- similarity measure
- feature extraction
- machine learning
- data sets