I want to generate an audio spectrum (as seen in this video) of a mp3 audio file. Basically this problem requires calculating the fft of the audio signal. How do I program this in C/C++?
I've looked at a couple of open source libraries such as FFTW and I really don't know how to use these for my problem. Any help would be greatly appreciated. Thanks in advance!
There are quite a few similar/related questions on SO already which are well worth reading as the answers contain a lot of useful information and advice, but in essence you need to do this:
- convert audio data to format required by FFT (e.g. int -> float, separate L/R channels)
- apply suitable window function (e.g. Hann aka Hanning window)
- apply FFT (NB: if using typical complex-to-complex FFT then set imaginary parts of input array to zero)
- calculate magnitude of first N/2 FFT output bins (
sqrt(re*re + im*im)) - optionally convert magnitude to dB (log) scale (
20 * log10(magnitude)) - plot N/2 (log) magnitude values
Note that while FFTW is a very good and very fast FFT it may be a little overwhelming for a beginner - it's also very expensive if you want to include it as part of a commercial product - I recommend starting with KissFFT instead.
来源：https://stackoverflow.com/questions/4675457/how-to-generate-the-audio-spectrum-using-fft-in-c