The white buildup around your faucet heads are mineral deposits. The easiest way to remove the deposits is to fill a plastic bag with vinegar. Secure the bag around the faucet head. Leave the bag on the faucet overnight and use an old toothbrush to remove any additional deposits. That should take care of it.