Listen to I Wish It Would Rain online. I Wish It Would Rain is an English language song and is sung by Gladys Knight & The Pips. I Wish It Would Rain, from the album Ultimate Collection: Gladys Knight & The Pips, was released in the year 1998. The duration of the song is 2:54. Download English songs online from JioSaavn.