public void run() throws Exception {
try {
SpkDiarizationLogger.setup();
parameter = new Parameter();
String[] parameterScoreIdent = {
"",
"--sGender",
"--sByCluster",
"--fInputDesc=audio2sphinx,1:3:2:0:0:0,13,1:1:300:4",
"--sOutputFormat=seg,UTF8",
fInputMask,
"--sTop=8," + this.ubm_gmm,
s_inputMaskRoot + baseName + ".spl.3.seg",
s_outputMaskRoot + baseName + ".g.3.seg",
"--tInputMask=" + gmm_model,
"--sOutputMask=" + outputRoot + "/" + baseName + ".ident.M.GiacomoMameli.gmm.seg",
show
};
parameter.readParameters(parameterScoreIdent);
if (parameter.show.isEmpty() == false) {
// clusters
ClusterSet clusterSet = MainTools.readClusterSet(parameter);
// FeatureSet featureSet2 = Diarization.loadFeature(parameter, clusterSetBase,
// parameter.getParameterInputFeature().getFeaturesDescription().getFeaturesFormat()
// + ",1:1:0:0:0:0,13,0:0:0:0");
// ClusterSet clusterSet = new ClusterSet();
// MSegInit.make(featureSet2, clusterSetBase, clusterSet, parameter);
// clusterSet.collapse();
// Features
AudioFeatureSet featureSet = MainTools.readFeatureSet(parameter, clusterSet);
// Top Gaussian model
GMMArrayList gmmTopGaussianList = MainTools.readGMMForTopGaussian(parameter, featureSet);
// Compute Model
GMMArrayList gmmList = MainTools.readGMMContainer(parameter);
clusterSetResult = make(featureSet, clusterSet, gmmList, gmmTopGaussianList, parameter);
// System.out.println("===");
// System.out.println(clusterSetResult.getFirstCluster().getInformations().replaceAll("]",
// "").split("=")[1] );
// Seg outPut
MainTools.writeClusterSet(parameter, clusterSetResult, false);
}
} catch (DiarizationException e) {
logger.log(Level.SEVERE, "error \t exception ", e);
e.printStackTrace();
}
}
/**
* The main method.
*
* @param args the arguments
*/
public static void main(String[] args) {
try {
SpkDiarizationLogger.setup();
arguments = args;
Parameter parameter = getParameter(args);
if (args.length <= 1) {
parameter.help = true;
}
parameter.logCmdLine(args);
info(parameter, "Diarization");
if (parameter.show.isEmpty() == false) {
DiarizationTV diarizationTV = new DiarizationTV();
if (parameter.getParameterDiarization().getSystem()
== ParameterBNDiarization.SystemString[1]) {
parameter
.getParameterSegmentationSplit()
.setSegmentMaximumLength(
(10 * parameter.getParameterSegmentationInputFile().getRate()));
}
if (parameter.getParameterDiarization().getThread() > 0) {
logger.info("Diarization tuning");
diarizationTV.tunEster2Corpus(parameter);
} else {
logger.info("Diarization BN");
diarizationTV.ester2Version(parameter);
}
}
} catch (DiarizationException e) {
logger.log(Level.SEVERE, "Diarization error", e);
e.printStackTrace();
} catch (IOException e) {
logger.log(Level.SEVERE, "IOExecption error", e);
e.printStackTrace();
} catch (Exception e) {
logger.log(Level.SEVERE, "Execption error", e);
e.printStackTrace();
}
}
/** Run. */
public void run() {
ClusterSet clusterSet = getNextClusterSet();
while (clusterSet != null) {
Parameter parameter = getParameter(arguments);
parameter.show = clusterSet.getShowNames().first();
logger.finer("-------------------------------------------");
logger.finer("--- " + parameter.show + " ---");
logger.finer("-------------------------------------------");
TreeMap<String, DiarizationResultList> showResult;
try {
showResult = tunEster2Diarization(parameter, clusterSet);
sumResult(showResult);
System.gc();
} catch (DiarizationException e) {
logger.log(Level.SEVERE, "Diarization error", e);
e.printStackTrace();
} catch (Exception e) {
logger.log(Level.SEVERE, "Exception error", e);
e.printStackTrace();
}
clusterSet = getNextClusterSet();
}
}