A very short post to share this tool with you.
ListenToYouTube.com is an online application for converting YouTube flash video to MP3 audio. The service is fast, free, and requires no signup. All you need to do is copy-paste the YouTube URL, and the application will extract the MP3, and give you a link to download the audio file.