It's probably not random. Did you have your cell phone's bluetooth paired up with your Echo? If so turn it off. Since Echo devices cannot be used to answer phone calls via Bluetooth, that might be why it appears nobody is there. And does your cell phone have automatic forwarding to another number (e.g. your landline)? If so, turn that off too.