Listen to Didn't It Rain online. Didn't It Rain is an English language song and is sung by Louis Armstrong. Didn't It Rain, from the album Louis Armstrong - The Best Collection, was released in the year 2015. The duration of the song is 2:48. Download English songs online from JioSaavn.