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Short-Time Fourier Transform is an analysis tool that repeatedly applies the Discrete Fourier Transform (DFT or FFT) to short segments of a longer signal, while sliding the window that selects the segment of the longer signal that the STFT operates on. The STFT is a function of two independent variables, frequency in the DFT and the time of the center of the sliding window.

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Advantage of STFT over wavelet transform

You might need something like an STFT stage, with really large step sizes (e.g. 1 second), and then run the transform on each (1-second) window. … This might be a related reference in that vein Xisheng Li and Shaochun Wang, "A WT-STFT combining Algorithm", J. Univ. Sci. Technol. …
Lydia Marie Williamson's user avatar