The song was HEY BELLBOY and the singer was Gloria Wood, performing with Pete Candoli and His Orchestra. Indeed it is jazz, and the only intelligible words are "Hey, bellboy!" but she does a lot of scat singing as well. It was released as a single in 1953. Songwriters were Pete Candoli and Tom Mack.

You can hear it at YouTube