Listen to Come Rain Or Come Shine online. Come Rain Or Come Shine is an English language song and is sung by Billie Holiday And Her Orchestra. Come Rain Or Come Shine, from the album Jazz Icons, was released in the year 2011. The duration of the song is 4:24. Download English songs online from JioSaavn.