Continuing CPAP therapy can be difficult with a cough, but unless your cough simply won't be suppressed by CPAP, you should always try to sleep with your CPAP machine. The continuous pressure has actually been shown to reduce the coughing reflex response and humidification can help soothe the airway, too.