Some games has slow down in the real arcade/hardware - this is emulated correctly (dunno which ones).
If said games are not those games, try lowering down the samplerate to 44khz instead of default 48khz or even lower it down to 22khz.
But then again, you might have some heat issue or underpowered machine.