Listen to Penitentiary online. Penitentiary is an English language song and is sung by Bessie Tucker. Penitentiary, from the album Let Me Tell You About the Blues: Texas, was released in the year 2011. The duration of the song is 3:29. Download English songs online from JioSaavn.