Sorry for the issues you are having.

Yes, a factory reset would be good to try.

Do you have anything connected to the exp/MIDI or USB ports? Are you using EDM while this happens?

Can you make sure that the preset ladder is not indicating a new preset has been loaded when this happens? For example, if the top preset LED is lit, after you wait some time and the sound has changed, is the same top LED still lit?