Listen to Saint Louis Blues online. Saint Louis Blues is an English language song and is sung by Glenn Miller with Jerry Gray and His Orchestra. Saint Louis Blues, from the album The Glenn Miller Story Vol. 19-20, was released in the year 2005. The duration of the song is 2:33. Download English songs online from JioSaavn.