marytts.unitselection.select.DiphoneFFRTargetCostFunction Maven / Gradle / Ivy
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/**
* Copyright 2006 DFKI GmbH.
* All Rights Reserved. Use is subject to license terms.
*
* This file is part of MARY TTS.
*
* MARY TTS is free software: you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation, version 3 of the License.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public License
* along with this program. If not, see .
*
*/
package marytts.unitselection.select;
import java.io.IOException;
import java.io.InputStream;
import marytts.exceptions.MaryConfigurationException;
import marytts.features.FeatureDefinition;
import marytts.features.FeatureProcessorManager;
import marytts.features.FeatureVector;
import marytts.unitselection.data.DiphoneUnit;
import marytts.unitselection.data.FeatureFileReader;
import marytts.unitselection.data.HalfPhoneFeatureFileReader;
import marytts.unitselection.data.Unit;
public class DiphoneFFRTargetCostFunction implements TargetCostFunction {
protected FFRTargetCostFunction tcfForHalfphones;
public DiphoneFFRTargetCostFunction() {
}
/**
* Initialise the data needed to do a target cost computation.
*
* @param featureFileName
* name of a file containing the unit features
* @param weightsStream
* an optional weights file -- if non-null, contains feature weights that override the ones present in the feature
* file.
* @param featProc
* a feature processor manager which can provide feature processors to compute the features for a target at run
* time
* @throws IOException
* IOException
*/
@Override
public void load(String featureFileName, InputStream weightsStream, FeatureProcessorManager featProc) throws IOException,
MaryConfigurationException {
FeatureFileReader ffr = FeatureFileReader.getFeatureFileReader(featureFileName);
load(ffr, weightsStream, featProc);
}
@Override
public void load(FeatureFileReader ffr, InputStream weightsStream, FeatureProcessorManager featProc) throws IOException {
if (ffr instanceof HalfPhoneFeatureFileReader) {
tcfForHalfphones = new HalfPhoneFFRTargetCostFunction();
} else {
tcfForHalfphones = new FFRTargetCostFunction();
}
tcfForHalfphones.load(ffr, weightsStream, featProc);
}
/**
* Provide access to the Feature Definition used.
*
* @return the feature definition object.
*/
public FeatureDefinition getFeatureDefinition() {
return tcfForHalfphones.getFeatureDefinition();
}
/**
* Get the string representation of the feature value associated with the given unit
*
* @param unit
* the unit whose feature value is requested
* @param featureName
* name of the feature requested
* @return a string representation of the feature value
* @throws IllegalArgumentException
* if featureName is not a known feature
*/
public String getFeature(Unit unit, String featureName) {
return tcfForHalfphones.getFeature(unit, featureName);
}
public FeatureVector getFeatureVector(Unit unit) {
return tcfForHalfphones.featureVectors[unit.index];
}
/**
* Compute the goodness-of-fit of a given unit for a given target.
*
* @param target
* target
* @param unit
* unit
* @return a non-negative number; smaller values mean better fit, i.e. smaller cost.
*/
public double cost(Target target, Unit unit) {
if (target instanceof HalfPhoneTarget)
return tcfForHalfphones.cost(target, unit);
if (!(target instanceof DiphoneTarget))
throw new IllegalArgumentException("This target cost function can only be called for diphone and half-phone targets!");
if (!(unit instanceof DiphoneUnit))
throw new IllegalArgumentException("Diphone targets need diphone units!");
DiphoneTarget dt = (DiphoneTarget) target;
DiphoneUnit du = (DiphoneUnit) unit;
return tcfForHalfphones.cost(dt.left, du.left) + tcfForHalfphones.cost(dt.right, du.right);
}
/**
* Compute the features for a given target, and store them in the target.
*
* @param target
* the target for which to compute the features
* @see Target#getFeatureVector()
*/
public void computeTargetFeatures(Target target) {
if (!(target instanceof DiphoneTarget)) {
tcfForHalfphones.computeTargetFeatures(target);
} else {
DiphoneTarget dt = (DiphoneTarget) target;
tcfForHalfphones.computeTargetFeatures(dt.left);
tcfForHalfphones.computeTargetFeatures(dt.right);
}
}
public FeatureVector[] getFeatureVectors() {
if (tcfForHalfphones != null) {
return tcfForHalfphones.getFeatureVectors();
}
return null;
}
}
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