I’d certainly think of it as a “southern” accent:
http://en.wikipedia.org/wiki/Scotch-Irish_American
It still exists in modified form in the Appalachians.
When he sings “Bears,” it sounds “Bahrs” with the “r” mostly silent. It sounds more Ulster than southern. Same with other words.