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For an up-to-date list of publications from the Music Technology Group see the
Publications list
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Automatic music tagging with Harmonic CNN
| Title | Automatic music tagging with Harmonic CNN |
| Publication Type | Conference Paper |
| Year of Publication | 2019 |
| Conference Name | International Society for Music Information Retrieval (ISMIR) |
| Authors | Won, M. , Chun S. , Nieto O. , & Serra X. |
| Conference Start Date | 02/11/2019 |
| Conference Location | Delft, Netherlands |
| Abstract | 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. |
| preprint/postprint document | http://hdl.handle.net/10230/42982 |