Won, MinzChun, SanghyukNieto Caballero, OriolSerra, Xavier2019-11-262019-11-262019Won M, Chun S, Nieto O, Serra X. Automatic music tagging with Harmonic CNN. Paper presented at: 20th International Society for Music Information Retrieval; 2019 Nov 4-8; Delft, The Netherlands.http://hdl.handle.net/10230/42982In 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.application/pdfeng© Minz Won, Sanghyuk Chun, Oriol Nieto, Xavier Serra. Licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). Attribution: Minz Won, Sanghyuk Chun, Oriol Nieto, Xavier Serra. “Automatic music tagging with Harmonic CNN”, Late Breaking/Demo at the 20th International Society for Music Information Retrieval, Delft, The Netherlands, 2019.info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/openAccess