vdOpt=vdOptSet;
%% === Collect wave data
if ~exist('vdWaveData.mat', 'file')
	waveData=waveDataFeaCollect(vdOpt);
	save vdWaveData waveData
else
	fprintf('Loading waveData.mat...\n');
	load vdWaveData.mat
end
%% === HMM train
fprintf('Starting HMM training...\n');
vdHmmModel=hmmTrain4audio(waveData, vdOpt, 1);
%% === HMM test
fprintf('Starting HMM testing...\n');
waveFile='D:\dataset\vibrato\female\combined-female.wav';
wObj=hmmEval4audio(waveFile, vdOpt, vdHmmModel, 1);
%% === Leave-one-file-out test
showPlot=1;
[outsideRr, cvData]=hmmPerfLoo4audio(waveData, showPlot);