Quick answer: Headphones and music/white noise.
Long answer: If you really feel this strongly about your working environment then you should seriously consider telling your manager. It's in their best interests that you're happy/comfortable/working as smoothly as you can. If they can't or won't change your situation, look for another employer. Ten years, Christ.