Why is there a buzzing noise coming from my bedroom walls?

I have lived in my house for literally ten years, and this is the very first time I've heard it. The buzzing started just last week, and it comes and goes every three minutes. I pulled out all electrical cords and turned off the lights. I still hear the sound. Started just last week.
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