no. you have different issue.
brake caliper rattle due to undersized or worn pins, is heard clearly on rough roads, and disappears on applying brakes.
your issue seems more like uneven brake pad wear or some particles caught in the brake calipers.. a simple cleaning and light sanding of the brake pads, application of proper brake pad grease and caliper pin grease should resolve the issue