Seamless audio loops via Fourier transforms?
Try using some sort of pitch estimator to determine the pitch of your sample.  Or hum in tune to a note of a known musical pitch (from a pitch pipe for instance).  Then overlap and cross-fade frames, not 4k apart, but a shorter distance apart that is an integer multiple of the period corresponding to that pitch.