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No. The FFT is an operation on a discrete domain, it is not the FT. In the same way audio waveforms are processed by an FFT you bucket frequencies which is conceptually a vector. Once you have a vector, you do machine learning like you would with any vector (except you do some FT in this case, I haven’t read the paper).


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