This was very annoying but has a simple fix, I had an echo and the voice quality was absolutely horrible (it sounded like tin cans under water) if that helps describe it. It was extremely distorted.
The simple Skype sound quality solution
Go to "Options" -> "Sound Devices"
Disable the "Allow Skype to automatically set my mixer levels"
After doing this the sound qua........