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hi, i would like to count the number of frequency on my sample audio file. it is a recorded drum audio file which contain 8 beat of kick pedal in 7 seconds. so the problem is, how to make a simulation to count the number of kick pedal in this audio file (.wav)

here are my .wav file

[y,fs]=audioread('C:\Users\Faiz\Desktop\Kick.wav');

t=linspace(0,length(y)/fs,length(y));

plot (t,y)

Jan
on 26 Apr 2018

@faiz hazizi: Remember that a diagram without labels does not explain anything. What do the two diagram represent?

The original signal has positive and negative values. You are not interested in the maximum value, but in the maximum amplitude. This can be positive or negative. Using abs helps to move all values to the positive side. If you have a single signal (mono sound), this is exactly the same as RMS: The mean of a scalar is the scalar, and Root of Squared value makes the sign positive. For a stereo signal, RMS considers both channels.

There is no "relationship" between RMS and findpeaks. The first one converts the signal to do what you want, the second one finds the peaks.

"your_signal" is the "y" in your code: The variable in which the audio signal is stored.

Jan
on 26 Apr 2018

[y, fs] = audioread('C:\Users\Faiz\Desktop\Kick.wav');

yRMS = sqrt(sum(y .^ 2, 2)); % Root mean square, same as abs(y) for mono signal

[pk, loc] = findpeaks(yRMS, 'MinPeakHeight', std(yRMS));

Von Duesenberg
on 25 Apr 2018

A possible workflow:

%compute the envelope of y (your signal)

%assuming it's mono, and adjust the second

%parameter of the envelope function with

%successive plots of myEnv

[myEnv, ~] = envelope(y, 3000, 'peak');

%apply findpeaks, and adjust 'MinPeakProminence'

%to your needs

[pk, loc] = findpeaks(myEnv, 'MinPeakProminence', .5);

%get the number of peaks

nbPk = length(pk);

Jan
on 26 Apr 2018

@faiz: "Mono" means, that the sound has been recorded with 1 channel. "Stereo" uses 2 channels, and needs 2 microphones. Ask WikiPedia for details.

If a sound is recorded with 2 channels, the output of audioread must have two columns also. See: doc audioread.

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