This was the title track to Elvis' third movie of the same title. In the movie, his character was doing a TV skit featuring cells and prisoners.
The warden threw a party in the county jail
The prison band was there and they began to wail
The band was jumpin' and the joint began to swing
You should've heard them knocked out jailbirds sing