Unplug the white slim cable near the top of the power supply.

Unplug the fatter orange cable to the left of the other cable.

You are unplugging different ends of the same cable that handles audio. I assume that this cable connects to an internal USB 3 connection and then sends the audio to a dedicated audio port. (My opinion, so don't quote me on that.)