Listen to Jeepers Creepers online. Jeepers Creepers is an English language song and is sung by Louis Armstrong. Jeepers Creepers, from the album Legends of Las Vegas, was released in the year 2010. The duration of the song is 2:41. Download English songs online from JioSaavn.