Appreciate the responses guys.
It looks like this these are all used for power cleaning.
I've attached a quick image of the different capacitors on the board that I'm looking at replacing. It's a sound board for an old arcade game.

The chips in question are
AD1868R that utilizes 3 separate 5V inputs
-Pin1 - VL - Digital Supply (+5 Volts)
-Pin9 - VS - Analog Supply (+5 Volts)
-Pin15 - VS - Analog Supply (+5 Volts)
4558 that uses a single 5V VCC input.
Based on the comments, and this information, do you think it would be alright if I replaced all ceramics in question with 100nF?
Thanks again, those replies were fast!