Hi Gwoi_lo, Welcome to the forum.
I'm not a CRV expert but I have seen, or rather heard that the rear stabilizer links can cause such a noise which is related to minor movement of the stabilizer bar.
Check the link kits at either end of the bar and you may find that the bushings that isolate them from their mounting points are worn and need replacement.