Listen to Powder My Back online. Powder My Back is an English language song and is sung by Gypsy Rose Lee. Powder My Back, from the album Gypsy Rose Lee Remembers Burlesque, was released in the year 2011. The duration of the song is 0:53. Download English songs online from JioSaavn.