An LSTM-Based Chord Generation System Using Chroma Histogram Representations
<|reference_start|>An LSTM-Based Chord Generation System Using Chroma Histogram Representations: This paper proposes a system for chord generation to monophonic symbolic melodies using an LSTM-based model trained on chroma histogram representations of chords. Chroma representations promise more harmonically rich generation than chord label-based approaches, whilst maintaining a small number of dimensions in the dataset. This system is shown to be suitable for limited real-time use. While it does not meet the state-of-the-art for coherent long-term generation, it does show diatonic generation with cadential chord relationships. The need for further study into chroma histograms as an extracted feature in chord generation tasks is highlighted.<|reference_end|>
@article{hardwick2024an,
    title={An LSTM-Based Chord Generation System Using Chroma Histogram
  Representations},
    author={Jack Hardwick},
    journal={arXiv preprint arXiv:2405.05240},
    year={2024},
    archivePrefix={arXiv},
    eprint={2405.05240},
    primaryClass={cs.SD cs.LG eess.AS}
}