Listen to Chattanooga Choo Choo online. Chattanooga Choo Choo is an English language song and is sung by Glenn Miller and his Orchestra, Tex Beneke and The Modernaires. Chattanooga Choo Choo, from the album The Best Music Collection of The Modern Jazz Quarte, Duke Ellington, Gerry Mulligan and Other Famous Artists, Vol. 9 (160 Songs), was released in the year 2013. The duration of the song is 3:29. Download English songs online from JioSaavn.