Listen to It Don't Mean a Thing online. It Don't Mean a Thing is an English language song and is sung by Dizzy Gillespie and Sonny Rollins. It Don't Mean a Thing, from the album 100 Greatest Classics - Jazz (The Best Jazz Hits Ever!), was released in the year 2016. The duration of the song is 6:38. Download English songs online from JioSaavn.