Perhaps your disk or DVD drive is faulty too. You could try install off a USB as well assuming the disk is fine. Basically need to copy over all the contents of the DVD and run a few diskpart commands beforehand.
See here:
Use a USB Key to Install Windows 7?Even on a Netbook