It's been more than 3 years (Intel + M1 machines) since I am experiencing this issue and it's very annoying that we don't have a proper solution for it.
Every time the simulator gets launched audio crackling starts.
Current Setup:
MacBook Pro
Chip: Apple M1 Max
RAM: 64 GB
macOs: 13.2.1
Xcode 14.2