Listen to Didn´t It Rain online. Didn´t It Rain is an English language song and is sung by The Harlem Gospel Singers. Didn´t It Rain, from the album Queen Esther Marrow, was released in the year 1994. The duration of the song is 3:25. Download English songs online from JioSaavn.