Importance of Utterance Partitioning in SVM Classifier with GMM Supervectors for Text-Independent Speaker Verification.
Nirmalya SenHemant A. PatilShyamal Kr. Das MandalK. Sreenivasa RaoPublished in: MIKE (2013)
Keyphrases
- svm classifier
- speaker verification
- speaker recognition
- support vector machine
- feature vectors
- noisy environments
- support vector machine svm
- gaussian mixture model
- support vector
- language identification
- speech recognition
- image classification
- speaker identification
- kernel function
- audio visual
- training set
- multilayer perceptron
- emotion recognition
- semi supervised
- keywords
- text mining
- principle component analysis
- radial basis function
- semantic information
- maximum likelihood
- human computer interaction
- data mining
- knn
- data points
- pairwise
- feature space
- feature selection
- learning algorithm
- information retrieval
- machine learning