Listen to Swing That Music online. Swing That Music is an English language song and is sung by Louis Armstrong and Jimmy Dorsey And His Orchestra. Swing That Music, from the album Vintage Jazz, was released in the year 2009. The duration of the song is 2:54. Download English songs online from JioSaavn.