The theme song of Spirited Away is Always with Me (, Itsumo Nando Demo?). It can be heard over the closing credits of the film.
The lyrics are by Wakako Kaku; the music is by Yumi Kimura. The story of the song's creation can also be found on the Yumi Kimura page.
The lyrics (in Romaji, plus an English translation) can be found here