Listen to St. Louis Blues: Steal Away online. St. Louis Blues: Steal Away is an English language song and is sung by Eartha Kitt, Shorty Rogers and His Giants. St. Louis Blues: Steal Away, from the album Four Classic Albums (That Bad Eartha / Down To Eartha / Thursdays Child / St. Louis Blues) (Digitally Remastered), was released in the year 2009. The duration of the song is 2:39. Download English songs online from JioSaavn.