Mentioned this in another comment, but they can only reveal voice data IF the victim said "Alexa" when the crime was taking place. If the victim didn't say "Alexa" that day, then there's nothing to reveal.
Or thought it heard Alexa. There were many many times when my devices recognized Hey Siri and Okay Google during regular conversation when no such thing was said. I've disabled that capability on all my devices as well.
The main thing I'm taking away from this is that, if I ever find myself getting murdered, I'll just keep shouting "Alexa" as a last ditch attempt at getting justice from beyond the grave. Can't hurt.
Is there some technical evidence that this is the case? Or is there a chance that these can be configured remotely to record everything with the right permissions without the owner knowing?