Listen to Jeepers Creepers online. Jeepers Creepers is an English language song and is sung by Teddy Wilson. Jeepers Creepers, from the album The Touch of Teddy Wilson, was released in the year 2006. The duration of the song is 4:11. Download English songs online from JioSaavn.