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Interferometers act as a pass band on the signal, having a different rensponse to different frequencies, for this reason signal need to be corrected (with frequencies dependent weight), we call it "whitening" step step.
Once whitened it is time to search for signal, we generally apply a matched filter between signal and a template
simple example on how use an autoenconder to efficient data codings and foldings
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