I built my PC a few weeks back and it had this high-pitched noise ever since. Here are a few things that I know:
1. It stays stagnant, even in high load.
2. It starts once I power on my PC and ends once the motherboard LEDs turn off.
3. I isolated the PSU, GPU, all of the fans, my wifi card, and my storage devices, they don't seem to be the problem,
4. I cannot exactly pinpoint where the sound is coming from but it seems like it's coming from the back panel side of the case.
Sound Test: