PP acting weird when running out of battery?

Just bought the pocket piano - love it! However after about 2 hours use it’s going totally weird - switching through modes back to the vibrato synth.

Could this be battery related? Has anyone else had this problem before?

This sounds like a low battery. Have you tried a new battery?