I'm working on a music recommender right now, I'd love your input: https://news.ycombinator.com/item?id=20584508
Mainly my work has focused on re-recommending songs you already know, e.g. in an internet radio kind of setting. I'm thinking of incorporating something like gnoosic for recommending new artists.