Automatic Melody Harmonization with Triad Chords: A Comparative Study

8 Jan 2020Yin-Cheng YehWen-Yi HsiaoSatoru FukayamaTetsuro KitaharaBenjamin GenchelHao-Min LiuHao-Wen DongYian ChenTerence LeongYi-Hsuan Yang

Several prior works have proposed various methods for the task of automatic melody harmonization, in which a model aims to generate a sequence of chords to serve as the harmonic accompaniment of a given multiple-bar melody sequence. In this paper, we present a comparative study evaluating and comparing the performance of a set of canonical approaches to this task, including a template matching based model, a hidden Markov based model, a genetic algorithm based model, and two deep learning based models... (read more)

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