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Clustering of Musical Pieces through Complex Networks: an Assessment over Guitar Solos
September 14, 2017 Β· Declared Dead Β· π IEEE Multimedia
"No code URL or promise found in abstract"
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Authors
Stefano Ferretti
arXiv ID
1709.05193
Category
cs.IR: Information Retrieval
Cross-listed
cs.SD,
cs.SI
Citations
5
Venue
IEEE Multimedia
Last Checked
4 months ago
Abstract
Musical pieces can be modeled as complex networks. This fosters innovative ways to categorize music, paving the way towards novel applications in multimedia domains, such as music didactics, multimedia entertainment and digital music generation. Clustering these networks through their main metrics allows grouping similar musical tracks. To show the viability of the approach, we provide results on a dataset of guitar solos.
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