YouTube horribly compresses their audio. I don't know why you would want to download mp3 from them. (music?)
Some uploaders are also simply unskilled; I'm mostly after video game soundtracks to listen to in my car, and especially for newer soundtracks you have to watch out for the uploaders trying to be "first" to gain the popularity, while sometimes using poor settings or a bad rip. There's nothing youtube can do to improve bad source audio.