Water Hammer in kitchen faucet
With the water running, and presumably making the noise, put your hands on the copper pipe - can you feel the vibrations?  Does it go away if you hold the pipe?  (Be careful of the hot water pipe - it can get, well, hot)

It could be that the pipe is simply loose.