Listen to It Don't Mean a Thing (If It Ain't Got That Swing) online. It Don't Mean a Thing (If It Ain't Got That Swing) is an English language song and is sung by The Mills Brothers. It Don't Mean a Thing (If It Ain't Got That Swing), from the album The Legendary Music of Billie Holiday, The Mills Brothers, Louis Armstrong, Bessie Smith and Other Hits, Vol. 3 (160 Songs), was released in the year 2013. The duration of the song is 2:59. Download English songs online from JioSaavn.