Results 21 to 30 of about 87,060 (221)
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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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 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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IEEE Access, 2022 Music genre classification (MGC) is the process of putting genre labels on music by analyzing the sounds or words. With the rapid growth of music data repositories, MGC can be used in a lot of ways to organize and manage music recommendation systems ...
Khan Md. Hasib +5 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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Music Genre Classification and Recommendation [PDF]
International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2021 There are various sorts to group the music. Classes are for the most part various classifications wherein music is partitioned. In this day and age as music industry develops quickly, there are various kinds of music sorts made. It is essential to classify the music into these classifications, yet it is mind boggling task.
null Prof. Rahul Ghode +4 more
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International Journal of Advanced Research in Science, Communication and TechnologyAbstract: This review documents a reproducible pipeline for automatic Indian music genre recognition that converts short (≈30 s) audio clips into spectral features and evaluates multiple classical classifiers. The implemented workflow covers dataset organization, FFT‑based feature extraction (the first 2000 frequency bins saved as reusable .npy files),
null Dnyaneshwari Shinde +1 more
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Music Genre Classification for Indian Music Genres
International Journal for Research in Applied Science and Engineering Technology, 2021 Abstract: Due to the enormous expansion in the accessibility of music data, music genre classification has taken on new significance in recent years. In order to have better access to them, we need to correctly index them. Automatic music genre classification is essential when working with a large collection of music.
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Hyperparameter Optimization of CNN Classifier for Music Genre Classification
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2023 Playing music through a digital platform that has a large database of songs requires automated classification of music genres, highlighting the need to develop a model for music genre classification that is more efficient and accurate.
Rendra Soekarta +2 more
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Music genre classification using On-line Dictionary Learning [PDF]
, 2015 In this paper, an approach for music genre classification based on sparse representation using MARSYAS features is proposed. The MARSYAS feature descriptor consisting of timbral texture, pitch and beat related features is used for the classification of ...
Mettu, Srinivas, Mohan, C K, Roy, D
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