Listen to Stomp it Off online. Stomp it Off is an English language song and is sung by Tommy Dorsey and His Orchestra. Stomp it Off, from the album Tommy Dorsey - 108 Greatest Jazz Hits, was released in the year 2015. The duration of the song is 3:43. Download English songs online from JioSaavn.