Listen to Swing That Music online. Swing That Music is an Unknown language song and is sung by Louis Armstrong and His Orchestra. Swing That Music, from the album #1 Big Band Swing Album, was released in the year 2013. The duration of the song is 2:50. Download Unknown songs online from JioSaavn.