Incremental Learning of Multivariate Gaussian Mixture Models.
Paulo Martins EngelMilton Roberto HeinenPublished in: SBIA (2010)
Keyphrases
- incremental learning
- gaussian mixture model
- finite mixtures
- mixture model
- em algorithm
- finite mixture models
- feature vectors
- expectation maximization
- speaker recognition
- fuzzy artmap
- probability density function
- probability density
- incremental learning algorithm
- gaussian distribution
- maximum likelihood
- feature space
- batch mode
- batch learning
- density estimation
- gaussian mixture
- speaker identification
- covariance matrices
- generative model
- probabilistic model
- learning process
- semi supervised
- iterative learning
- supervised learning
- maximum likelihood criterion
- neural network
- minimum message length
- non stationary
- bayesian networks