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Tala Classification in Carnatic Music using Audio Thumbnailing

机译:使用音频缩略图的Carnatic音乐中的Tala分类

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The concept of Raga and Tala is integral part of Indian Classical music. Raga is the melodic component while Tala is the rhythmic component in the music. Hence, Tala classification and identification is a paramount problem in the area of Music Information Retrieval (MIR) systems. Although there are seven basic Talas in Carnatic Music, a further subdivision of them gives a total of 175 ragas. Statistical and machine learning approaches are proposed in Literature Survey to classify Talas. However, they use complete musical recording for training and testing. As part of this paper, a novel approach is proposed for the first time in Carnatic music to classify Talas using repetitive structure called Thumbnails.
机译:Raga和Tala的概念是印度古典音乐的组成部分。 raga是旋律成分,而塔拉是音乐中的节奏成分。因此,塔拉分类和识别是音乐信息检索(MIR)系统领域的最重要的问题。虽然Carnatic音乐中有七个基本的缩略图,但他们的另一个细分会给他们共有175 ragas。在文献调查中提出了统计和机器学习方法来分类缩略图。但是,他们使用完整的音乐录音来训练和测试。作为本文的一部分,在Carnatic音乐中首次提出了一种新颖的方法,以使用称为缩略图的重复结构对塔拉斯进行分类。

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