Listen to Chattanooga Choo Choo online. Chattanooga Choo Choo is an English language song and is sung by The Modernaires) and Glenn Miller (Vocals: Tex Beneke. Chattanooga Choo Choo, from the album American Legend - Glenn Miller, was released in the year 2002. The duration of the song is 3:22. Download English songs online from JioSaavn.