Not sure you can fix that


Not sure you can fix that with Windows Moviemaker. You will probably need a more advanced NLE and/or audio plugins.
Did you extract the audio from the video first? CODECs, frame rates, compression, etc. can be an issue when converting video and audio. Make sure the audio is using the same specs as the audio in the video file itself.

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