Police are investigating a banner stunt during Pauline Hanson's press club speech.

A protest banner was unfurled behind One Nation leader Pauline Hanson as she spoke to the National Press Club.

The banner was unfurled without obvious assistance from anyone in the club and temporarily threw Hanson off stride before she continued with her speech.