Clint N. Suhks (Clever!),
That song is on the "O Brother, Where Art Thou?" soundtrack. I got that CD three years ago, and still have not removed it from my five-disk changer. It's one of the greatest albums ever.
I bought it before I saw the movie. It, and many other hymns in that movie, touched my soul.