Listen to Come Rain or Come Shine online. Come Rain or Come Shine is an English language song and is sung by Dinah Shore. Come Rain or Come Shine, from the album Greatest Classics: Dinah Shore, Doris Day, Lena Horne, was released in the year 2014. The duration of the song is 2:58. Download English songs online from JioSaavn.