Listen to Jeepers Creepers online. Jeepers Creepers is an English language song and is sung by Frank Sinatra. Jeepers Creepers, from the album Crooner Nostalgia, was released in the year 2015. The duration of the song is 2:23. Download English songs online from JioSaavn.