Correct me if I'm wrong, but the brakes have wear indicators. DON'T splash anything on them. Or, if you're tired of life, try a bit of grease.
If it's really annoying, pull the pads out clean them up, shims and retainers too. Slightly roughen the pad surface with sand paper. Then try it.