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Dissecting the genre of Nigerian music with machine learning models

Music Information Retrieval (MIR) is the task of extracting high-level information, such as genre, artist or instrumentation from music. Genre classification is an important and rapidly evolving research area of MIR. To date, only a small amount of research work has been done on the automatic genre...

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Principais autores: Sakinat O. Folorunso, Sulaimon A. Afolabi, Adeoye B. Owodeyi
פורמט: Artigo
שפה:Inglês
יצא לאור: Springer 2022-09-01
סדרה:Journal of King Saud University: Computer and Information Sciences
נושאים:
music genre analysis
SHAP
timbral texture
tempo
classification
MIR
גישה מקוונת:http://www.sciencedirect.com/science/article/pii/S1319157821001762
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