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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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output shape of STFT
this is the exact word of this paper wich applied STFT on 3 channel of eeg signal :
Short time Fourier transform (STFT) was applied on the
time series for each 2 s long trial. … STFT was performed with
window size equal to 64 and time lapses equal to 14. …