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Melody harmonization has long been closely associated with chorales composedby Johann Sebastian Bach. Previous works rarely emphasised chorale generationconditioned on chord progressions, and there has been a lack of focus onassistive compositional tools. In this paper, we first designed a musicrepresentation that encoded chord symbols for chord conditioning, and thenproposed DeepChoir, a melody harmonization system that can generate a four-partchorale for a given melody conditioned on a chord progression. Withcontrollable harmonicity, users can control the extent of harmonicity forgenerated chorales. Experimental results reveal the effectiveness of the musicrepresentation and the controllability of DeepChoir.

Chord-Conditioned Melody Harmonization with Controllable Harmonicity