Listen to Baby Ain't That Fine online. Baby Ain't That Fine is an English language song and is sung by Bob Dylan and The Band. Baby Ain't That Fine, from the album The Basement Tapes Complete: The Bootleg Series, Vol. 11 (Deluxe Edition), was released in the year 2020. The duration of the song is 2:11. Download English songs online from JioSaavn.