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2023 Computer Applications & Technological Solutions (CATS), 2023
With the growth of online music databases and easy access to music content, people find it increasing hard to manage the songs that they listen to. Music genre classification is a vital activity that involves categorizing music genres from audio data. In the field of music information retrieval, music genre classification is frequently utilized.
Anantha Krishna G.K +4 more
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With the growth of online music databases and easy access to music content, people find it increasing hard to manage the songs that they listen to. Music genre classification is a vital activity that involves categorizing music genres from audio data. In the field of music information retrieval, music genre classification is frequently utilized.
Anantha Krishna G.K +4 more
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Genre classification of paintings
2016 International Symposium ELMAR, 2016Extensive digitization efforts in the recent years have led to a large increase of digitized and online available fine-art collections. With digitization of artworks, we aim to preserve all those valuable evidences of various human creative expressions, as well as make them available to a broader audience.
Grgić, Sonja, Cetinić, Eva
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Text genre classification research
2017 International Conference on Computer, Information and Telecommunication Systems (CITS), 2017Essays in different text genres have different ideas and writing method. Prediction the text genres firstly will help get a better accuracy when predicting the success of literary or finding the beautiful words and sentences in the essay. And it will help set a different standard for different text genres when scoring the writing by computer. Words and
Zhijuan Xu +3 more
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Proceedings of the 2008 ACM symposium on Applied computing, 2008
In this paper we present an automatic genre-based Web page classification system. Unlike subject or topic based classifications, genre-based classifications focus on functional purposes and classify web pages into categories such as online shopping, technical paper, or discussion forum. Until now, the genre classifications are not well developed due to
Guangyu Chen, Ben Choi 0002
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In this paper we present an automatic genre-based Web page classification system. Unlike subject or topic based classifications, genre-based classifications focus on functional purposes and classify web pages into categories such as online shopping, technical paper, or discussion forum. Until now, the genre classifications are not well developed due to
Guangyu Chen, Ben Choi 0002
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ELM for the Classification of Music Genres
2006 9th International Conference on Control, Automation, Robotics and Vision, 2006As we produce more digital music, they need to be organized into various classes of music for easy search and retrieval operations. Various classifiers can be employed to carry out the classification. This paper evaluates the performance of Extreme Learning Machine (ELM) as a classifier in the field of music classification.
Qi-Jun Benedict Loh, Sabu Emmanuel
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Genre Classification on German Novels
2015 26th International Workshop on Database and Expert Systems Applications (DEXA), 2015The study of German literature is mostly based on literary canons, i.e., small sets of specifically chosen documents. In particular, the history of novels has been characterized using a set of only 100 to 250 works. In this paper we address the issue of genre classification in the context of a large set of novels using machine learning methods in order
Lena Hettinger +4 more
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Music Genre Classification with Taxonomy
Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., 2006Automatic music genre classification is a fundamental component of music information retrieval systems and has been gaining importance and enjoying a growing amount of attention with the emergence of digital music on the Internet. Although considerable research has been conducted in automatic music genre classification, little has been done on ...
Tao Li 0001, Mitsunori Ogihara
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Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion, 2018
In this paper, we report our initial investigations on the genre classification problem in Music Information Retrieval. Each music genre has its unique characteristics, which distinguish it from other genres. We adapt association analysis and use it to capture those characteristics using acoustic features, i.e., each genre's characteristics are ...
Adam Lefaivre, John Z. Zhang
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In this paper, we report our initial investigations on the genre classification problem in Music Information Retrieval. Each music genre has its unique characteristics, which distinguish it from other genres. We adapt association analysis and use it to capture those characteristics using acoustic features, i.e., each genre's characteristics are ...
Adam Lefaivre, John Z. Zhang
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MML Classification of Music Genres
2003Inference of musical genre, whilst seemingly innate to the human mind, remains a challenging task for the machine learning community. Online music retrieval and automatic music generation are just two of many interesting applications that could benefit from such research.
Adrian C. Bickerstaffe, Enes Makalic
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On Efficient Music Genre Classification
2005Automatic music genre classification has long been an important problem. However, there is a paucity of literature that addresses the issue, and in addition, reported accuracy is fairly low. In this paper, we present empirical study of a novel music descriptor generation method for efficient content based music genre classification.
SHEN, Jialie, John, Shepherd, Ahh, Ngu
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