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Modulate's AI Music Detection API runs separate models for vocals and instrumentals, scoring every four seconds of audio. It returns a verdict enum, per-window percentages, and confidence values. The API supports batch and WebSocket endpoints, handling formats up to 100 MB. Known gaps include AI choral vocals and backing tracks under live performances.
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