Listen to Come Rain or Come Shine (From Show "St. Louis Woman") online. Come Rain or Come Shine (From Show "St. Louis Woman") is an English language song and is sung by Anita Ellis. Come Rain or Come Shine (From Show "St. Louis Woman"), from the album Big Box Value Series - The Great Forties Collection: Favorites of the Golden Era, was released in the year 2015. The duration of the song is 2:34. Download English songs online from JioSaavn.