Listen to It's Raining Men (From "The Adventures Of Priscilla, Queen Of The Desert") online. It's Raining Men (From "The Adventures Of Priscilla, Queen Of The Desert") is an English language song and is sung by London Theatre Orchestra & Cast. It's Raining Men (From "The Adventures Of Priscilla, Queen Of The Desert"), from the album Musical: Most Popular Songs, was released in the year 2015. The duration of the song is 3:19. Download English songs online from JioSaavn.