[adestefan]

It's in Settings -> where ever the storage button is hidden these days -> Music. However, the option is only to delete all music.

[icesoldier]

I've seen that, and I guess as an iTunes Match subscriber I can be okay with that. It's just that I was able to delete individual songs/albums/artists off the phone in previous versions, so I was anticipating that here.