Microkorg audio 1&2 flashing when turned on

I have this Microkorg keyboard which doesn’t seem to work. With the batteries inserted. Audio 1&2 led flash briefly. I would love to repair the keyboard myslef if possible. Any ideas where I could start?

Here is a brief video of the problem

I found the following parts but I have no idea where to start.