marytts.signalproc.adaptation.gmm.jointgmm

Class JointGMMParallelTrainer

java.lang.Object

marytts.signalproc.adaptation.BaselineTrainer

marytts.signalproc.adaptation.gmm.jointgmm.JointGMMTrainer

marytts.signalproc.adaptation.gmm.jointgmm.JointGMMParallelTrainer

public class JointGMMParallelTrainer
extends JointGMMTrainer

Joint-GMM voice conversion training using parallel source and target databases Reference: A. Kain and M. Macon, “Spectral voice conversion for text-to-speech synthesis,” in Proc. of the IEEE ICASSP 1998, vol. 1, pp. 285-288.

Author:

Oytun Türk

Field Summary

Fields

Modifier and Type	Field and Description
protected JointGMMTrainerParams	jgParams
protected WeightedCodebookParallelTrainer	wcpTrainer

Fields inherited from class marytts.signalproc.adaptation.gmm.jointgmm.JointGMMTrainer

cgParams, codebookTrainerParams, gmmTrainerParams

Fields inherited from class marytts.signalproc.adaptation.BaselineTrainer

featureExtractor, preprocessor

Constructor Summary

Constructors

Constructor and Description
JointGMMParallelTrainer(BaselinePreprocessor pp, BaselineFeatureExtractor fe, WeightedCodebookTrainerParams pa, JointGMMTrainerParams gp, ContextualGMMParams cg)

Method Summary

Methods

Modifier and Type	Method and Description
static ContextualGMMParams	getContextualGMMParams(String phoneSetFile, GMMTrainerParams[] params, int contextClassificationType)
static void	main(String[] args)
static void	mainHmmVoiceConversion(String[] args)
static void	mainIEEE_TASLP_2009_rap(String[] args)
static void	mainInterspeech2008(String[] args)
static void	mainParametric(int numTrainingFiles, int[] numComponents, boolean isContextualGMMs, int contextClassificationType, String sourceTag, String targetTag, String method)
static void	mainQuickTest(String[] args)
static void	mainQuickTest2(String[] args) Depending on the parameters it will train GMMs.
void	run()
void	train()

Methods inherited from class marytts.signalproc.adaptation.BaselineTrainer

checkParams, getIndexedMapping

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

wcpTrainer

protected WeightedCodebookParallelTrainer wcpTrainer

jgParams

protected JointGMMTrainerParams jgParams

Constructor Detail

JointGMMParallelTrainer

public JointGMMParallelTrainer(BaselinePreprocessor pp,
                       BaselineFeatureExtractor fe,
                       WeightedCodebookTrainerParams pa,
                       JointGMMTrainerParams gp,
                       ContextualGMMParams cg)

Method Detail

run

public void run()

train

public void train()

main

public static void main(String[] args)
                 throws UnsupportedAudioFileException,
                        IOException,
                        MaryConfigurationException

Throws:

UnsupportedAudioFileException

IOException

MaryConfigurationException

mainIEEE_TASLP_2009_rap

public static void mainIEEE_TASLP_2009_rap(String[] args)
                                    throws UnsupportedAudioFileException,
                                           IOException,
                                           MaryConfigurationException

Throws:

UnsupportedAudioFileException

IOException

MaryConfigurationException

mainHmmVoiceConversion

public static void mainHmmVoiceConversion(String[] args)
                                   throws UnsupportedAudioFileException,
                                          IOException,
                                          MaryConfigurationException

Throws:

UnsupportedAudioFileException

IOException

MaryConfigurationException

mainInterspeech2008

public static void mainInterspeech2008(String[] args)
                                throws UnsupportedAudioFileException,
                                       IOException,
                                       MaryConfigurationException

Throws:

UnsupportedAudioFileException

IOException

MaryConfigurationException

mainParametric

public static void mainParametric(int numTrainingFiles,
                  int[] numComponents,
                  boolean isContextualGMMs,
                  int contextClassificationType,
                  String sourceTag,
                  String targetTag,
                  String method)
                           throws UnsupportedAudioFileException,
                                  IOException,
                                  MaryConfigurationException

Throws:

UnsupportedAudioFileException

IOException

MaryConfigurationException

mainQuickTest

public static void mainQuickTest(String[] args)
                          throws UnsupportedAudioFileException,
                                 IOException,
                                 MaryConfigurationException

Throws:

UnsupportedAudioFileException

IOException

MaryConfigurationException

mainQuickTest2

public static void mainQuickTest2(String[] args)
                           throws UnsupportedAudioFileException,
                                  IOException,
                                  MaryConfigurationException

Depending on the parameters it will train GMMs. For example the ouput in this example will be: sourceF_X_targetF_99_10.jgs → numTrainingFiles = 99, numComponents = 10 (10 mixes) Input: two directories source and target containing: /Neutral-Spike-Conversion/source/train_99/*.wav and *.lab /Neutral-Spike-Conversion/target/train_99/*.wav and *.lab In these directories it will calculate *.lsf, *.ptc, *.ene Output: /Neutral-Spike-Conversion/ouput/source2target/sourceF_X_targetF_99_10.jgs

Parameters:

args - args

Throws:

UnsupportedAudioFileException - UnsupportedAudioFileException

IOException - IOException

MaryConfigurationException - MaryConfigurationException

getContextualGMMParams

public static ContextualGMMParams getContextualGMMParams(String phoneSetFile,
                                         GMMTrainerParams[] params,
                                         int contextClassificationType)
                                                  throws MaryConfigurationException

Throws:

MaryConfigurationException