There is something to be said about song structure. Most songs will have a chorus, which is repeated throughout the song. Choruses will generally have higher 'readability' because they are meant to be more memorable. If you don't pre-process your corpus by removing repeating paragraphs, then your comparisons to the brown corpus are not as valid, since brown doesn't use repetition.