A rule-based optimization layer applied to a quantum-inspired candidate-search harmonizer reduces bass jumps and segment variability while preserving ~58% functional agreement with reference harmonizations on 11 melodies.
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Designing Maintainable Hybrid Generative Systems: A Quantum-Inspired Approach to Automated Music Harmony Generation
A rule-based optimization layer applied to a quantum-inspired candidate-search harmonizer reduces bass jumps and segment variability while preserving ~58% functional agreement with reference harmonizations on 11 melodies.