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How does Shazam identify a song in a noisy bar in under two seconds? It’s not listening the way you’d think. It converts audio into a spectrogram. Frequency, time, amplitude plotted in 3D. But raw spectrogram data is huge, so the algorithm immediately compresses it by finding local energy peaks. Snare hits, vocal transients, bass notes. Everything else gets thrown out. What’s left is a sparse constellation of points. And instead of matching those directly, Shazam uses combinatorial hashing. It p
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