Here are the simple steps to download an audio MP3 file from a YouTube video.
Step 1. Goto http://www.flvto.biz/youtube-to-mp3/
Step 2. Paste the YouTube video link, that you'd like to download the audio from, in the white bar.
Step 3. Click CONVERT to MP3, then click download.