The biggest downside to this is the very fact that it's not an unnatural sound. The beeping is more obvious BECAUSE it's unnatural, and thus causes people to look around and find where it's coming from. The white noise may still be audible, but if people don't realize that it means "HEY IDIOT GET OUT OF THE WAY OR YOU'LL DIE", then it's not doing its job.