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Some Google folks wrote how they do the Now Playing feature offline with very little resource impact. It’s a great paper to read and quite easy to understand https://arxiv.org/abs/1711.10958
It probably calculates the similarity of soundwaves between your unidentified song and a bunch of songs from their database.
After all, what is music if not math?
I too, like Tool