Prolly the power supply. Mine makes an annoying beep beep noise when it is in standby but none when switched off.
Never known one to make a noise when on and displaying a signal though.
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True, fluorescent lights can hum but never known such LCD BLU to do so. I would look into a warranty claim if it did it while in use (standby beeping is annoying enough).