Your video editing software may have some feature, but if you have not used Audacity before, it is a pretty good free audio editor.
They have some pretty good noise filters that can be used for noise reduction.
You'd have to strip the audio, noise cancel, then re-synch the audio to the video, but it could probably be done, if you have the video editor to do the video side of things.
