Bummer.
Was the Skype app recently updated? Or did your phone get updated to KitKat (or something similar)?
When you changed the volume, did you press the gear icon and adjust ALL of the volume levels up?
I'm not even sure a Factory Reset will fix your problem but that's next on the troubleshooting list.
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