Automatic music tagging with Harmonic CNN
Automatic music tagging with Harmonic CNN
Citació
- Won 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.
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In 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.