Have you tried playing around with the humidity? If I have it set too low, that definitely makes a big difference. There are also other treatments for sleep apnea that you could look into which might work better.
The real trick is to fix your mouth leak. Getting on the right pressure helps with that. Fixing your sleeping position can help. Mouth tape can help. A cervical collar can help. Anything that will help you keep your mouth shut at night.