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DCC Briefing Paper: Genre classification [PDF]
, 2008 Genre classification is the process of grouping objects together based on defined similarities such as subject, format, style, or purpose. Genre classification as a means of managing information is already established in music (e.g. folk, blues, jazz)
Abbott, Daisy, Kim, Yunhyong
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Locally Activated Gated Neural Network for Automatic Music Genre Classification
Applied Sciences, 2023 Automatic music genre classification is a prevailing pattern recognition task, and many algorithms have been proposed for accurate classification. Considering that the genre of music is a very broad concept, even music within the same genre can have ...
Zhiwei Liu, Ting Bian, Minglai Yang
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Journal of Mathematics, 2022 Aiming at the problems of poor classification effect, low accuracy, and long time in the current automatic classification methods of music genres, an automatic classification method of music genres based on deep belief network and sparse representation ...
Lina Pan
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Character networks and book genre classification [PDF]
International Journal of Modern Physics C, 2019 We compared the social character networks of biographical, legendary and fictional texts in search for marks of genre differentiation. We examined the degree distribution of character appearance and found a power-law-like distribution that does not depend on the literary genre. We also analyzed local and global complex network measures, in particular,
Adriano J. Holanda +4 more
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Entropy, 2020 A complex network as an abstraction of a language system has attracted much attention during the last decade. Linguistic typological research using quantitative measures is a current research topic based on the complex network approach.
Aldo Ramirez-Arellano
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Examining variations of prominent features in genre classification [PDF]
, 2008 This paper investigates the correlation between features of three types (visual, stylistic and topical types) and genre classes. The majority of previous studies in automated genre classification have created models based on an amalgamated ...
Yunhyong Kim +3 more
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Вестник музыкальной науки, 2016 В статье поднимается проблема жанровой классификации якутского музыкального фольклора в связи с созданием Каталога архивных аудио- и видеоматериалов, собранных этномузыковедом и полевиком-исследователем Э. Е. Алексеевым в 1950-1990-х годах.
Татаринова, Александра Дмитриевна
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Searching for ground truth: a stepping stone in automating genre classification [PDF]
, 2007 This paper examines genre classification of documents and its role in enabling the effective automated management of digital documents by digital libraries and other repositories.
Yunhyong Kim +3 more
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Genre classification in automated ingest and appraisal metadata. [PDF]
, 2006 Metadata creation is a crucial aspect of the ingest of digital materials into digital libraries. Metadata needed to document and manage digital materials are extensive and manual creation of them expensive.
Ross, S +5 more
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A Genre Classification Plug-In For Data Collection. [PDF]
, 2006 [TODO] Add abstract here.
Lehn-Schiøler, Tue +3 more
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