Listen to Didn't It Rain online. Didn't It Rain is an Unknown language song and is sung by Marie Knight. Didn't It Rain, from the album Shout, Sister, Shout!: A Tribute To Sister Rosetta Tharpe, was released in the year 2003. The duration of the song is 3:44. Download Unknown songs online from JioSaavn.