Muzzle brakes don't actually increase the noise. They redirect it more towards the shooter and perhaps change the frequency of the noise.
With or without a muzzle brake, you should wear ear protection.
With many cartridges muzzle brakes aren't really needed but for some, they make shooting MUCH more pleasant. The in stock recoil reducers for rifles work very well as do cushy recoil pads.