4 papers
From Individual Songs to Music Corpora: Evaluating Explainable Harmonic Decision-Making on HookTheory
Josef Pavlíček, Martin Pelikán
Automatic melody harmonization is often evaluated through individual compositions or data-driven corpus models. This study examines whether an explainable harmonic decision model d…
From Human Narrative to Harmonic Structure: A Human-Centered Investigation of Algorithmic Music Generation through the Chord Wheel Diagram
Josef Pavlíček, Petra Pavlíčková, Irena Štrausová
Contemporary AI-based music generation can produce compositions that satisfy formal requirements of tonality and musical coherence. However, whether musical expression can be descr…
Designing Maintainable Hybrid Generative Systems: A Quantum-Inspired Approach to Automated Music Harmony Generation
Josef Pavlicek
This paper presents the design and evaluation of a maintainable hybrid generative architecture for automated music harmony generation from melody. The proposed system combines quan…
Quantum-Inspired Harmonic Decision Models: A Computational Framework for Music Generation
Josef Pavlíček, Petra Pavlíčková, Martin Molhanec
This paper introduces a quantum-inspired computational framework for harmonic decision-making in music. The proposed approach formulates harmonization as an optimization problem wi…