Listen to Jeepers Creepers online. Jeepers Creepers is an English language song and is sung by Louis Armstrong. Jeepers Creepers, from the album Roll ´Em Pete, was released in the year 2017. The duration of the song is 2:38. Download English songs online from JioSaavn.