Corpus ID: 210064413

Automatic Melody Harmonization with Triad Chords: A Comparative Study

@article{Yeh2020AutomaticMH,
  title={Automatic Melody Harmonization with Triad Chords: A Comparative Study},
  author={Yin-Cheng Yeh and Wen-Yi Hsiao and Satoru Fukayama and T. Kitahara and Benjamin Genchel and Hao-Min Liu and Hao-Wen Dong and Y. Chen and Terence Leong and Y. Yang},
  journal={ArXiv},
  year={2020},
  volume={abs/2001.02360}
}
  • Yin-Cheng Yeh, Wen-Yi Hsiao, +7 authors Y. Yang
  • Published 2020
  • Computer Science, Engineering
  • ArXiv
  • 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… CONTINUE READING
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    References

    SHOWING 1-10 OF 34 REFERENCES
    Chord Generation from Symbolic Melody Using BLSTM Networks
    • 23
    • Highly Influential
    • PDF
    Probabilistic Melodic Harmonization
    • 39
    • PDF
    Functional Harmony Recognition of Symbolic Music Data with Multi-task Recurrent Neural Networks
    • 13
    • PDF
    A Hybrid System for Automatic Generation of Style-Specific A ccompaniment
    • 67
    • PDF
    MySong: automatic accompaniment generation for vocal melodies
    • 158
    • PDF
    JamSketch: Improvisation Support System with GA-Based Melody Creation from User's Drawing
    • 5
    • PDF