The 'Middle Eight' refers to a section in a song that provides contrast to the main verses and choruses, typically occurring after the second chorus and lasting for eight bars. It serves as a bridge, offering a musical or lyrical shift that refreshes the listener's interest before returning to the familiar structure of the song.