Listen to Jeepers Creepers online. Jeepers Creepers is an English language song and is sung by Lester Young and His Orchestra. Jeepers Creepers, from the album In New Ways, was released in the year 2016. The duration of the song is 3:01. Download English songs online from JioSaavn.