Title Track off Roy Orbison’s 1963 album, In Dreams. Although wildly popular at the time, the song was largely forgotten until its use in David Lynch’s Blue Velvet. The song appears throughout the movie, most memorably in this awesomely disturbing scene:

https://www.youtube.com/watch?v=u5VU8GJcg24