It is a problem of some motherboards, and one way to get ride of it is to use another audio chip (for example, a small USB device that acts like a sound card).
Personally, I use an Audioquest Dragonfly USB DAC/headphone amp, which gives me the option to use either headphones (of my choosing) or speakers. (And unlike a larger "breakout box" USB sound card, it's quite portable, being about the same size and shape as USB thumb drives used to be.) It's a good fit for me, but if you need mic input, there are other devices - or you can still use the mic in of your regular sound card/integrated audio.
On one particular susceptible computer I did a bit of testing, and scrolling white background pages made the noise, but black background ones didn't! Scrolling a completely white page also made the noise. And it depended on app, some apps were immune, it seemed to only happen on GPU-accelerated apps, like browsers.
I don't think I've heard scrolling noise since I stopped using analog video signals.
https://pyra-handheld.com/boards/threads/stop-the-sirring-no...
This was back in the CRT days, so I'm not sure if it's still an issue today, but it took me forever to figure out what was going on and drove me crazy when I noticed it.