Listen to It Don't Mean A Thing online. It Don't Mean A Thing is an English language song and is sung by Sonny Rollins and Dizzy Gillespie. It Don't Mean A Thing, from the album The Greatest Jazz Collection (50 best Jazz Tracks ever!), was released in the year 2015. The duration of the song is 6:38. Download English songs online from JioSaavn.