There are Noise Filters Called Pop Stoppers (Stinger sgn21) WHICH CAN USUALLY GET RID OF THESE pops also but you need to determine what is causeing it and then hook up the Pop Stopper accordingly.

Luke was describing how to determine if it is being caused by the most common cause which would tell you how to get rid of it or how to use a Pop Stopper to get rid of it.