A CMLLR supervector kernel for SVM language recognition.
Shan ZhongJia LiuPublished in: ICASSP (2010)
Keyphrases
- support vector
- kernel function
- kernel methods
- support vector machine svm
- recognition rate
- recognition accuracy
- feature space
- object recognition
- rbf kernel
- kernel machines
- kernel space
- feature extraction
- support vector machine
- multiple kernel learning
- svm classification
- programming language
- natural language
- pattern recognition
- language learning
- feature selection
- recognition algorithm
- kernel parameters
- multiple kernel
- classification algorithm
- character recognition
- positive definite
- polynomial kernels
- gaussian kernel
- string kernels
- decision function
- face recognition
- svm classifier
- multi class
- knn
- training data
- kernel matrix
- least squares support vector machine
- loss function
- unsupervised learning
- feature vectors
- sparse kernel