Cherry leaves would have small "teeth" around the edge of the leaf. Hard to tell from the one pic, but those leaves look smooth on the edge. I agree the bark does not look like cherry as well. The closest thing I can find in my Audobon Field Guide to North American trees is the Laurel Oak. This tree grows in a fairly narrow band along the southeast and gulf coasts. Here's a link to an image for comparison: