Well karaoke tracks don't mean that they always have lyrics integrated. ST will display the contents of the "lyrics" tag in the files. So it seems that your files don't have this tag filled.
You could copy & paste lyrics into the integrated lyrics editor, import from text documents or edit the mp3 tags.