Listen to Jeepers Creepers online. Jeepers Creepers is an English language song and is sung by Ethel Waters. Jeepers Creepers, from the album The Ladies of Jazz Hits, was released in the year 2016. The duration of the song is 2:50. Download English songs online from JioSaavn.