freemake video downloader.....it can download only the audio of the video stream....then use freemake audio converter to convert the audio files ( the raw audio off the video is m4a ) to wav or mp3 ( both are free....but the paid versions offer more bells n whistles )
works great !! use it all the time
the best sound comes from HD videos btw....