Pretty Woman

Pretty Woman was a song the Twelfth Doctor began playing on the electric guitar when he saw Clara Oswald and in 1138 Essex. (TV: The Magician's Apprentice)

Behind the scenes
Although not mentioned by name, the song's intro is highly recognisable.