Where's this noise coming from?

Been busy moving in all weekend. I haven't had time to do anything car related, but the plus side of that is I can access my tools! I'll break out the timing light when I have more than a couple minutes. :D

I stopped by a local shade tree mechanic on Friday. He and his buddy said it's spark knock and that I should change the wires to correct it. Is that right?