Enhanced capsule neural network with advanced triangulation topology aggregation optimizer for music genre classification

Abstract Music genres classification poses a formidable challenge as it necessitates capturing the intricate and varied characteristics of musical signals. In this study, an innovative approach is presented to classify the music genres using the Capsule Neural Network (CapsNet). The CapsNet model op...

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Bibliographic Details
Main Authors: Linlin Jiang, Lei Yang, Shakiba azimi
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-024-83577-z
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