The song is a Jimmie Rodgers song, and Bono and Larry recorded it as part of a Jimmie Rodgers tribute album released in 1997. I'm not sure why it's only the two of them, actually.
Dreaming With Tears in My Eyes is absolutely gorgeous, the music is touching, Bono?s voice sounds like heaven and the lyrics says a lot to me. A gem indeed girlie