Listen to Swing That Music online. Swing That Music is an English language song and is sung by Louis Armstrong. Swing That Music, from the album Satchmo: The Louis Armstrong Collection, was released in the year 2011. The duration of the song is 2:49. Download English songs online from JioSaavn.