When I truly want to concentrate and need silence, I wear noise-canceling ear plugs. The same type you use to protect from a chainsaw-sounding snoring roommate.
Sometimes that feeling of having something stuffed into your ears, or if they are headphones that feeling of something heavy on your head is more distracting than the noise itself.