Listen to Stomp That Thing online. Stomp That Thing is an English language song and is sung by The Memphis Night Hawks. Stomp That Thing, from the album Chicago - Black Small Bands, was released in the year 2007. The duration of the song is 3:15. Download English songs online from JioSaavn.