// Copyright (C) 2001 Jean-Marc Valin
#include "BufferedNode.h"
#include "Vector.h"
#include "DiagGMM.h"
using namespace std;
namespace FD {
class DiagGMMScore;
DECLARE_NODE(DiagGMMScore)
/*Node
*
* @name DiagGMMScore
* @category HMM
* @require DGMM
* @description Scores a DiagGMM
*
* @input_name INPUT
* @input_type Vector<float>
* @input_description Input vector
*
* @input_name GMM
* @input_type DiagGMM
* @input_description Input GMM (pdf)
*
* @output_name OUTPUT
* @output_type Float
* @output_description GMM score
*
END*/
class DiagGMMScore : public BufferedNode {
int inputID;
int gmmID;
int outputID;
public:
DiagGMMScore(string nodeName, ParameterSet params)
: BufferedNode(nodeName, params)
{
inputID = addInput("INPUT");
gmmID = addInput("GMM");
outputID = addOutput("OUTPUT");
}
void calculate(int output_id, int count, Buffer &out)
{
ObjectRef inputValue = getInput(inputID, count);
ObjectRef gmmValue = getInput(gmmID, count);
DiagGMM &gmm = object_cast<DiagGMM> (gmmValue);
const Vector<float> &in = object_cast<Vector<float> > (inputValue);
int inputLength = in.size();
if (inputLength != gmm.getDim())
throw new NodeException(this, "Dimension mismatch", __FILE__, __LINE__);
out[count] = ObjectRef(Float::alloc(gmm.score(&in[0])));
}
NO_ORDER_NODE_SPEEDUP(DiagGMMScore)
};
}//namespace FD
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