I've seen that the sound occurs when you turn the wheel in the opposite direction.
Have a mechanic look at your stabilizer links, you may have a problem with one.
Could also be a broken front coil spring.
It's definitively linked (

) to the suspension.
I don't recall, but if the links are connected in the front, it'd be the left link.
If connected in the back, the right link.