Bluetooth receiver (H-163) makes noise
Your problem is power supply noise that is causing the buzz sound to come.
This happened to one of my tutors and it used the power supply isolation to remove the noise using any 5V to 5V isolation circuit.
You can also buy a new good power supply from some reputed company, 6V is not needed at all. 5V will work fine.