12.2 doesn’t resolve it either.

Same experience on my side - MBP 16" Monterey 12.1, M1 Pro. Other users reporting the same issue: https://community.spotify.com/t5/Desktop-Mac/Crackling-Sound-Mac-OS-Monterey-Desktop-App/td-p/5289192