@dpop
High quality audio is always directly associated with high quality power supplies.
a very general statement. No offense intended, but I'm not sure a bare bones $250 Bellari phono preamp qualifies as high quality. In this case, switching out power supplies will probably not reveal much. ...
I'm in agreement with the notion that a wall wart will almost always be inferior to a well-designed power supply.
In my case I've been using the similarity priced NAD PP2 phono preamp. There is substantial ripple voltage on the included wall wart. I don't have the measurements handy, but they were disturbingly high for the application. So, I went to my local electronics parts store and bought a nice (over-overkill) 100VA, 28v transformer, a 7824 regulator, 4,700uF 50v and 470uF 100v caps and assembled a dead-quiet 24VDC power supply for the NAD PP2. While at it, I upgraded the power connector to a 2 pin screw-lock type, and replaced the plebeian NE5532 IC op-amp with a Burson SV6 Classic discrete op-amp. The results were quite pleasing to the ears, with the faster slew rate Burson and oodles of clean power at its disposal.
So, yes - a wall wart can be a limiting factor, depending on the application, and the quality (or lack thereof) of the wall wart output.