Good idea imo, hard part will be getting the message out but that shouldn't stop us. The call and response chants have been some of our better ones this season, no reason not to up the game.
Should point out that the response is just "Newcastle" I believe, no "We are" part.
Edit: Also, long pauses between call and response is good, don't want to do it too quickly otherwise it loses the effect.