The way to remove the video from the audio (and only retain the audio) is by dragging the video clip to the MUSIC/AUDIO track in the Time-line view of Windows Movie Maker instead of the Video track....
In Windows Movie Maker, you can delete the video and only keep the audio by following these instructions: > Import your video into Windows Movie Maker > Change to Time-line view > Click the...