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We propose and experimentally demonstrate a method for continuous user-defined time-varying frequency filtering of GHz bandwidth microwave signals, offering reconfigurable speeds. This is achieved by manipulation of a time-mapped 2D spectrogram of the incoming waveform directly in the analog physical wave domain, using an intensity temporal modulator.