Listen to Come Rain Or Come Shine online. Come Rain Or Come Shine is an English language song and is sung by Count Basie. Come Rain Or Come Shine, from the album Frankly Basie / Count Basie Plays The Hits Of Frank Sinatra, was released in the year 2007. The duration of the song is 2:51. Download English songs online from JioSaavn.