Accuracy of nonparametric density estimation for univariate Gaussian Mixture Models: a Comparative Study.
Jurgita ArnastauskaiteTomas RuzgasPublished in: Math. Model. Anal. (2020)
Keyphrases
- gaussian mixture model
- density estimation
- nonparametric density estimation
- mixture model
- probability density
- em algorithm
- speaker recognition
- speaker identification
- maximum likelihood
- probability density function
- expectation maximization
- feature vectors
- feature space
- finite mixtures
- variational bayes
- maximum likelihood criterion
- model selection
- statistical models
- data sets
- language model
- classification accuracy
- training set
- image segmentation
- decision trees
- learning algorithm