Turning on Noise cancellation will improve your voice quality for other users you are speaking to. If other users did not turn on Noise cancellation, background noise may be audible from your speakers/headset.
After turning the feature on, the feature will only take affect after a new call is joined.
Noise reduction will only reduce affects of background noise. Not all background noise will be canceled out.