You say it's louder than the parking sensors, but have you tested them at a near-impact distance? Try having a mate walk very close to them and see if it makes the same noise.

If you've fitted any accessories which are causing RFI or if a sensor is loose, it could be "detecting" collision.

Give it a go and share your results.