I'm trying to extract information from a sound file in order to use it in a video classification algorithm I'm working on.
My problem is that I don't know how to work exactly with audio files in matlab.
Below is what I need to accomplish:
-open the audio file and get the sampling rate/frequency.
- I need to work on a window of 2 seconds so I have to loop over the file and get each 2 sec as a window and then do the ftt on each window.
After that it is my turn to use these values to do what I want
any help would be appreciated
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If you have a .wav audio named filename you can do
[y, Fs] = wavread(filename)
Where Fs is the sampling frecuency and y your audio samples.
Knowing the sample frecuency you can find the number of samples in 2 seconds (2*Fs).
Before performing the FFT algorithm of 2*Fs points you should apply some kind of windowing.You can find more about windows using doc window.
In order to find more about how to calculate the FFT type doc FFT in your Matlab command window.
In general, Matlab does not provide mp3 IO support, so imo the best solution is to use a system command to call ffmpeg to convert the mp3s to wavs, before reading with wavread().
Regarding the window-fft-analysis task, there are many examples in the aforementioned code.