Ultra Street Fighter 4, Driver Crashing?

My game crashes after a few minutes or so. Ultra Street Fighter IV is the only game that crashes on my pc. Many different behaviors can occur. My main monitor can freeze and I have no access to it. I cannot use task manager because it opens on my main monitor and will not appear. I have a suspicion that it has to do with my video drivers. Any thoughts? Possible solutions?

I have tried uninstalling and reinstalling my video drivers. I have even reinstalled Window 10. This problem has occurred in Windows 7, but stopped for some reason. This problem has also occurred in previous versions of my video driver. It happens on and off.

OS: Windows 10
CPU: FX-8320
GPU: AMD R9 270X
RAM: 8GB 2133MHz 10CL
Driver Version: 15.7.1