Results 11 to 20 of about 219,471 (286)
Exploring different approaches for music genre classification
Egyptian Informatics Journal, 2012 In this letter, we present different approaches for music genre classification. The proposed techniques, which are composed of a feature extraction stage followed by a classification procedure, explore both the variations of parameters used as input and ...
Antonio Jose Homsi Goulart +2 more
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“The Naming of Cats”: Automated Genre Classification
International Journal of Digital Curation, 2007 This paper builds on the work presented at the ECDL 2006 in automated genre classification as a step toward automating metadata extraction from digital documents for ingest into digital repositories such as those run by archives, libraries and eprint ...
Yunhyong Kim, Seamus Ross
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The Effect of Derived Features on Art Genre Classification with Machine Learning
Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2021 Classification of the artwork according to their genres is being done for years. Although this process was used to be done by art experts before, now artificial intelligence techniques may help people manage this classification task.
Didem Abidin
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IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2021 Music Genre Classification is one of the interesting digital music processing topics. Genre is a category of artistry, in this case, especially music, to characterize and categorize music is now available in various forms and sources.
Brizky Ramadhani Ismanto +2 more
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Deformer: Denoising Transformer for Improved Audio Music Genre Classification
Applied Sciences, 2023 Audio music genre classification is performed to categorize audio music into various genres. Traditional approaches based on convolutional recurrent neural networks do not consider long temporal information, and their sequential structures result in ...
Jigang Wang, Shuyu Li, Yunsick Sung
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Stable Classification of Text Genres [PDF]
Computational Linguistics, 2011 Every text has at least one topic and at least one genre. Evidence for a text's topic and genre comes, in part, from its lexical and syntactic features—features used in both Automatic Topic Classification and Automatic Genre Classification (AGC). Because an ideal AGC system should be stable in the face of changes in topic distribution, we assess five ...
Philipp Petrenz, Bonnie Webber
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Music Genre Classification Algorithm Based on Multihead Attention Mechanism
Advances in Multimedia, 2022 Retrieving music information is indispensable and divided into multiple genres. Music genres can be attributed to set categories, which are the indispensable functions of intelligent music recommendation systems.
Peng Cheng
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Journal of Creative Music Systems, 2022 Tempo and genre are two inter-leaved aspects of music, genres are often associated to rhythm patterns which are played in specific tempo ranges. In this paper, we focus on the Deep Rhythm system based on a harmonic representation of rhythm used as an ...
Hadrien Foroughmand Aarabi +1 more
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Improving music genre classification using automatically induced harmony rules [PDF]
, 2010 We present a new genre classification framework using both low-level signal-based features and high-level harmony features. A state-of-the-art statistical genre classifier based on timbral features is extended using a first-order random forest containing
Anglade, A. +3 more
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Music Genre Classification Using Neural Network [PDF]
ITM Web of Conferences, 2022 Music Genre classification on Neural Network is presented in this article. The research work uses spectrogram images generated from the songs timeslices and given as input to NN to do classification of songs to their respective musical genre.
Shaikh Tarannum, Jadhav Ashish
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