The version of the song on the album is sparsely arranged with Dylan accompanying himself on acoustic guitar and harmonica, with William E. Lee playing bass guitar [REF].
Bill Janovitz of Allmusic describes the music as beautiful, with folk guitar chord changes and a somber melody, while the chorus, with its line "and it's all over now, Baby Blue" has a heartbreaking quality to it [REF].