The story
From a scene in the 1972 film Deliverance in which a tourist with a guitar gets into a picking contest with a hillbilly on a banjo, both playing parts of the song "Dueling Banjos" (originally titled "Feuding Banjos") by Arthur "Guitar Boogie" Smith.
Etymology from Wiktionary, CC BY-SA 4.0.