I'd try to slap the machine first to see if it's a bad solder joint problem. If not, look for any dried solder joints by eye and resolder it if you find any.

If everything is well, do a recap of the analog board. The caps on the SE motherboard are probably just fine, I'd be more worried about the analog board ones.