Also the quality of the sound will be pretty poor so I wouldn't say it's worth the effort.
'Videodownloader' is the name of an extension for Mozilla Forefox which allows you to download Youtube videos as .flv files. Obviously since Youtube only allows non-copyrighted material on it there should be no problem in you downloading same.