I have a pcm 16 bit stream and I need to know when the audio pass a specific power开发者_开发技巧. Do I need the fft for this or I can know it in a simpler way?
Thanks
I think you need FFT.
The following methods are available in a FFT. (Usually)
/* Calculate normal power
NumSamples : Number of sample
pReal : Real coefficient buffer
pImag : Imaginary coefficient buffer
pAmpl : Working buffer to hold amplitude Xps(m) = | X(m)^2 | = Xreal(m)^2 + Ximag(m)^2</param>
*/
public static void NormalPower(UInt32 NumSamples, Double[] pReal, Double[] pImag, Double[] pAmpl)
{
// Calculate amplitude values in the buffer provided
for (UInt32 i = 0; i < NumSamples; i++)
{
pAmpl[i] = pReal[i]*pReal[i] + pImag[i]*pImag[i];
}
}
/* Find Peak frequency in Hz
NumSamples : Number of samples
pAmpl : Current amplitude
samplingRate : Sampling rate in samples/second (Hz)
index : Frequency index
<returns>Peak frequency in Hz</returns>
* */
public static Double PeakFrequency(UInt32 NumSamples, Double[] pAmpl, Double samplingRate, ref UInt32 index)
{
UInt32 N = NumSamples >> 1; // number of positive frequencies. (numSamples/2)
double maxAmpl = -1.0;
double peakFreq = -1.0;
index = 0;
for (UInt32 i = 0; i < N; i++)
{
if ( pAmpl[i] > maxAmpl )
{
maxAmpl = (double)pAmpl[i];
index = i;
peakFreq = (double)(i);
}
}
return samplingRate * peakFreq / (double)(NumSamples);
}
And you can use them like this:
FFT.Compute(_numSamples, RealIn, null, RealOut, ImagOut, false);
FFT.NormalPower(_numSamples / 2, RealOut, ImagOut, AmplOut);
double maxAmpl = (32767.0 * 32767.0); //Max power used for 16 bit audio
int centerFreq = (Rate / 2);
for (int i = 0; i < NUM_FREQUENCY; ++i)
{
if (METER_FREQUENCY[i] > centerFreq)
_meterData[i] = 0;
else
{
var indice = (int)(METER_FREQUENCY[i] * _numSamples / Rate);
var metervalue = (int)(20.0 * Math.Log10(AmplOut[indice] / maxAmpl));
_meterData[i] = metervalue;
}
}
Note: To get the sound intensity in dB the following formula is used:
level = 20 Log (P2/P1)
P1=Max Power
P2=Current Power
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