Yeah, 3 or 4 times we've gotten a false start of some sort or another. IIRC, it's been documented that sub-sonic communications are 'heard' by Alexa, but I just write it off to poltergeists. Spooky when it happens.
Be sure to set the Do Not Disturb hours. It'd really freak you out if it happened about 3am.