Science Thursday - how to rescue rare vinyl recordings
With some colossal particle accelerator and algorithms for detecting signal vs. noise you can revive old records.
According to New Scientist:
Particle physicists rescue rare vinyl recordings
Classic audio preserved only on old records could be saved using technology developed to help discover sub-atomic particles.
You can also listen to some example samples extracted with this method.