Listen to Peace Is Just a Word online. Peace Is Just a Word is an English language song and is sung by Eurythmics, Annie Lennox and Dave Stewart. Peace Is Just a Word, from the album Revenge - Savage - Peace, was released in the year 2002. The duration of the song is 5:51. Download English songs online from JioSaavn.