Maybe it's my absurd paranoia, but if it was my house, I'd walk into the office and say loudly 'I know you're listening, and I do all my conspiring in sign language!'

Seriously, that is weirdness. Do you think it might be a smoke detector? Some of them make obnoxious chirps when their batteries are getting low.