If a crawler dies, a new zombies respawns, so no, they wont die.
Edit:
Oh wait, they might die, yes
There was 1 perfectly normal zombie left, he was trying to break out of a window, but i kept repairing it, because I was going to have dinner so i taped my [] button to keep repairing it..
After about.. 20-30 minutes it died