Here is a link to common Middle Tennessee Trees.
This is a large pdf file that shows drawings of leafs, twigs, nuts ect. Be patient on the download it will take a while.
This is a link to the U S Department of Agriculture Plant ID
University of Tennessee publication on Oak ID
University of Tennessee publication on Hickory and Walnut ID