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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