There are a lot of deep-rooted audiophile tropes that heavily color the LPS (linear) vs. SMPS (switching mode) issue:
- Heavier is better. LPS are typically much heavier. Big transformers (iron, copper) and big caps.
- More expensive is better: this also favors LPS. Those heavy parts are expensive.
- Doing things the "hard" way / classic way is better: LPS
- It’s got "Linear" in its name! It must be better!
As noted, SMPS generates noise - but this noise is typically outside (above) the audible band. It could affect audible sound though "indirect" means, but there are hard to quantify. I.e. we’ll fall back onto the old tropes and subjective listening to prove LPS is better).
Linear supplies can induce hum / buzz noises which are DEFINITELY audible and way way more obnoxious than a "hiss" or whooshing noise (like that from tubes or groove noise).
SMPS also have a huge advantage that they can work from any wall voltage. With LPS you’re typically limited to a specific wall voltage.
I’ve heard lower power components (phono stage etc) sound GREAT even with SMPS. But yeah, the deep-seated audiophile "wisdom" in my head keeps me looking for those big and obnoxious LPS’s lol.

