Our policy at Qantas, and imagine it is along the same lines here is that noise cancelling headphones are OK, be it your own or the airline ones, provided you are connected to the aircraft system. That way you can hear any announcement that is made.

If you wish to use it for your own device, then you must have the power off during taxi, take-off and landing.