Listen to Stomp That Thing online. Stomp That Thing is an English language song and is sung by Frank Stokes. Stomp That Thing, from the album Masters Of Memphis Blues, CD C, was released in the year 2006. The duration of the song is 3:18. Download English songs online from JioSaavn.