A hybrid system based on GMM-SVM for speaker identification.
Rania ChakrounLeila Beltaïfa ZouariMondher FrikhaAhmed Ben HamidaPublished in: ISDA (2015)
Keyphrases
- speaker identification
- gaussian mixture model
- support vector machine svm
- speech recognition
- speaker recognition
- support vector
- feature extraction
- feature vectors
- speech signal
- probabilistic neural network
- support vector machine
- noisy environments
- svm classifier
- knn
- feature space
- multi class
- broadcast news
- mixture model
- feature selection
- kernel function
- training data
- em algorithm
- hyperplane
- pattern recognition
- audio features
- training set
- similarity measure
- semi supervised