I also use a Playstation 1 (SCPH-1001 is the good one). I’ve modded it to run off 12V car-style batteries (sealed, not vented) with DC-DC regulators. This setup also sounds good and I go back to it quite often. The simplicity of the portable CD player setup sounds a bit more organic, but perhaps not as lively.