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Let's say I have an audio waveform and I perform an STFT on the waveform and then take the absolute value to get the magnitude spectrogram.

Is there a transformation that I can make to that spectrogram that would produce the same result as taking increasing the volume of the original waveform and recomputing a magnitude spectrogram?

Is it as simple as multiplying all the bins by a constant?

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Yes. The DFT/FFT is a linear function of the audio waveform, and taking the absolute value does not break the proportional relationship.

-k

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  • $\begingroup$ @Luke really no need to doublecheck with a very clearly worded answer. Especially, if something is that easy to verify yourself, with pencil and paper and the very definitions. $\endgroup$ – Marcus Müller Feb 11 at 21:37
  • $\begingroup$ @MarcusMüller it might be easy to verify, but a pretty common use case of SO is to ask questions for things that are easy to verify. Just look at the top questions under the python tag. You are right that I didn't need to double-check. I was being paranoid. $\endgroup$ – Luke Feb 11 at 22:54
  • $\begingroup$ I really just wanted you to feel encouraged to look these things up and do the check yourself – it's often a very satisfying feeling to be able to see a relationship arise from formulas. $\endgroup$ – Marcus Müller Feb 11 at 22:56

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