I have the exact same problem stated above. I'm using the Arduino Starter kit itself, so the piezo should be the right one, unless the wrong one was in the box. It keeps showing 1023... no fluctuations whatsoever.
Also, my Voltmeter does not show any fluctuations when I hook it up to the piezo.