If you want to edit songs like trim beginning and end, and join songs you can try using Windows Movie Maker.
If you want to split a song up into separate parts use AVI Mux Gui, I think also you can join songs as well. It converts into .mka, but you always use like
SUPER(c) to convert it into .mp3.
http://www.alexander-noe.com/video/amg/