Incremental Learning Based on Growing Gaussian Mixture Models.
Abdelhamid BouchachiaCharlie VanaretPublished in: ICMLA (2) (2011)
Keyphrases
- incremental learning
- gaussian mixture model
- mixture model
- speaker recognition
- incremental learning algorithm
- em algorithm
- feature vectors
- expectation maximization
- maximum likelihood
- supervised learning
- speaker identification
- semi supervised
- fuzzy artmap
- feature space
- density estimation
- learning process
- probability density
- batch mode
- covariance matrices
- hyperparameters
- generative model
- finite mixtures
- probability density function
- variational bayes
- feature extraction
- face recognition
- computer vision