Sometimes I can hear it because of those large mics placed a few metres from the goal but generally, no. Maybe it's a reception problem. :)
Maybe a collective "Hey!" or "Oi!" along with some "Ohh!"'s and "Ahh"'s.
And, if the crowd shouted handball everytime there was an incident, would...