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Hi Glenn and welcome to JustAnswer,Thank you for the question and your patience. Should you still need assistance for information purposes only...Initially, other than the described "...randomly turn on it's own...", does it also from time-to-time lowers down the volume level by itself when in use ?
I checked the Service Manual/schematics and two possibilities: