Noise canceling headsets use a small mic to detect cyclical noise. Then create a noise about the same amplitude but in the opposing direction to do the cancellation. This canceling wave is delayed a few cycles due to the electronics inside. So they don't work on non-cyclical noise such as babies crying or snoring.

We had this big guy snoring on a NRT-SFO flight in C nearly all the way. Nobody else could sleep.