Definitely looks like a noisy/erratic power supply problem.
Can you see/hear any evidence of arcing/corona discharge in the HV supply and related components including pots and resistors as well as capacitors?
Is the low voltage supply stable and noise free (audio ok?)
Very nice video and photo work.
jr