How to get a John Lee Hooker's song right for a short film?

Hi,

I would like to use John Lee Hooker's "One bourbon, one scotch, one
beer" in a short student film that will be presented in various film
festivals (no commercial use). Where can I find out if I can use it,
and how much it costs, etc.?

Thanks in advance