Heat caused by lack of lubrication can destroy a wheel bearing, and water that penetrates the sealed bearing will destroy the wheel bearing as well. A damaged or broken wheel bearing gradually becomes louder with time and speed.
So when it fails, it won't just start making a loud noise. At first, it will be a very faint noise and within a month, it will become very noticeable and will be more obvious at faster speeds.