Automatic music tagging with Harmonic CNN

TitleAutomatic music tagging with Harmonic CNN
Publication TypeConference Paper
Year of Publication2019
Conference NameInternational Society for Music Information Retrieval (ISMIR)
AuthorsWon, M., Chun S., Nieto O., & Serra X.
Conference Start Date02/11/2019
Conference LocationDelft, Netherlands
AbstractIn this paper, we introduce the Harmonic Convolutional Neural Network (Harmonic CNN), a music representation model that exploits the inherent harmonic structure of audio signals. The proposed model outperforms previous approaches in automatic music tagging on the MagnaTagATune (MTAT) dataset.
preprint/postprint documenthttp://hdl.handle.net/10230/42982
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