Comment by starkd

Good start, but I'm not sure how song title can extract meaningful similar songs. I put in "Big Time" (song by Peter Gabriel) and it came back with a list of songs from a variety of genres. From smooth jazz selections to songs by Bjork. I think you really need a machine learning approach that categorizes songs by their signal content into categories.