Uses of Package
marytts.machinelearning

Packages that use marytts.machinelearning

Package	Description
marytts.machinelearning	Machine learning classes for K-Means clustering, Gaussian Mixture Models, and manual data generation for testing purposes.
marytts.modules	All the modules doing the actual processing.
marytts.signalproc.adaptation.gmm.jointgmm	Joint source-target Gaussian Mixture Model based voice conversion algorithms.

Classes in marytts.machinelearning used by marytts.machinelearning

Class and Description
Cluster Implements a cluster center that has a mean vector and a covariance matrix (and its inverse)
ContextualGMMParams Wrapper for contextual parameters for GMM training - includes various phone identity or class based groups
Discretizer
GaussianComponent Implements a single Gaussian component with a mean vector and a covariance matrix It also computes terms for pdf computation out of this Gaussian component once the mean and covariance is specified
GMM Wrapper for a Gaussian Mixture Model
GmmDiscretizer This discretizes values according to a gaussian mixture model (gmm).
GMMTrainerParams Wrapper class for GMM training parameters
KMeansClusteringTrainer K-Means clustering training algorithm Reference: J.
KMeansClusteringTrainerParams Wrapper class for K-Means clustering training parameters
PolynomialCluster Implements a cluster center that has a mean
SoP Contains the coefficients and factors of an equation of the form: if interceptTterm = TRUE solution = coeffs[0] + coeffs[1]*factors[0] + coeffs[2]*factors[1] + ...

Classes in marytts.machinelearning used by marytts.modules

Class and Description
SoP Contains the coefficients and factors of an equation of the form: if interceptTterm = TRUE solution = coeffs[0] + coeffs[1]*factors[0] + coeffs[2]*factors[1] + ...

Classes in marytts.machinelearning used by marytts.signalproc.adaptation.gmm.jointgmm

Class and Description
ContextualGMMParams Wrapper for contextual parameters for GMM training - includes various phone identity or class based groups
GMM Wrapper for a Gaussian Mixture Model
GMMTrainerParams Wrapper class for GMM training parameters