Continuous positive airway pressure (CPAP) therapy is a common treatment for obstructive sleep apnea. A CPAP machine uses a hose connected to a mask or nosepiece to deliver constant and steady air pressure to help you breathe while you sleep. Common problems with CPAP include a leaky mask, trouble falling asleep, a stuffy nose and a dry mouth.