As above. Check the front engine mount, then check the CV joints, although the CV joints will be more noticeable on full steering lock. Ball joints will be more noticeable on a rough road, gravel or over speed bumps.
Once you have discounted the above, look at thefront shck mounts. if the upper bearings are worn and dry, you will get some degree of knocking too!