Songgenie is an application by equinux that finds metadata for your music collection. Songgenie can find song names, album names, genre, track number, lyrics and can help fix missing or incorrect itunes song data.

1) Download and install

You can download the app from the equinux website, there is a demo available so you can try it out too.
Songgenie is also available from the app store