I've had this issue the past like 2 years and it's terrible. It sounds like a messed up program. The noise is extremely loud and startling
2021 16in MBP, M1 on Venture 13.3.1
It does seem to happen more often when I'm playing/doing audio/music production stuff, also when load on my computer is higher