M2 MacBook Air Popping Sound Issues in Youtube Videos

I purchased an M2 MacBook Air 2-3 months ago, and for the past 2-3 weeks, I've been experiencing a popping sound issue in the speakers. It's not consistent and is particularly difficult to notice in certain situations, but it becomes annoying once you're aware of it. Strangely, I've only observed it while watching YouTube videos, occurring in almost all videos across both Safari and Chrome.

When I mention the inconsistency, I mean that if you hear the popping sound at a specific moment in a video and then rewind to the same point, it may not occur again. This irregularity makes it challenging to prove the issue to service representatives. I have a suspicion that this started after updating to Sonoma, but I can't definitively prove whether it's a hardware or software problem.

Update: I have managed to capture the popping sound into videos.

Video1: https://youtu.be/82s9itI-O-c (very easy to hear at 0:03)

Video2: https://youtu.be/4yQenDjnNWo (very easy to hear at 0:07)

Has anyone else experienced a similar problem?