A grinding or whirring noise is not a strong indication that your wheel bearings have gone bad. However, when you notice your steering wheel vibrating and the tire is somehow uneven, it might be a good indication to consider replacing your wheel bearings. Also, you might notice a clunking or knocking sensation whenever you turn the wheel.