Yes they allow rifles and handguns:

"Firearms and bows legal for hunting wild turkey:

Wild turkey may be hunted with rifles, handguns, muzzleloaders, shotguns, or bows (see exception for Youth Spring Gobbler Season on page 35). "

I grew up there hunting deer and turkeys. I took a few Indiana friends back to hunt and we left early due to the rifle totters walking the ridges. I have never been back to hunt turkeys since. Being on edge the entire time was an understatement.