Listen to St. Louis Blues online. St. Louis Blues is an English language song and is sung by Tommy Dorsey and Jimmy Dorsey. St. Louis Blues, from the album The Dorsey Brothers: Just the Hits, Vol. 1, was released in the year 2012. The duration of the song is 3:11. Download English songs online from JioSaavn.