I was looking for a free video editing software download that eliminates background noises.?

I was looking for a free video editing software that eliminates
background noises. I do not know which one would be of best use for a Windows Vista. Could you help me out on this? Thanks.
Update: I have virtualdub but can't seem to get it to edit the noise out. Could anyone tell me how to do this?
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