NDLI: Melodic Similarity and Applications Using Biologically-Inspired Techniques

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Melodic Similarity and Applications Using Biologically-Inspired Techniques

Content Provider	MDPI
Author	Bountouridis, Dimitrios Brown, Daniel Wiering, Frans Veltkamp, Remco
Abstract	Music similarity is a complex concept that manifests itself in areas such as Music Information Retrieval (MIR), musicological analysis and music cognition. Modelling the similarity of two music items is key for a number of music-related applications, such as cover song detection and query-by-humming. Typically, similarity models are based on intuition, heuristics or small-scale cognitive experiments; thus, applicability to broader contexts cannot be guaranteed. We argue that data-driven tools and analysis methods, applied to songs known to be related, can potentially provide us with information regarding the fine-grained nature of music similarity. Interestingly, music and biological sequences share a number of parallel concepts; from the natural sequence-representation, to their mechanisms of generating variations, i.e., oral transmission and evolution respectively. As such, there is a great potential for applying scientific methods and tools from bioinformatics to music. Stripped-down from biological heuristics, certain bioinformatics approaches can be generalized to any type of sequence. Consequently, reliable and unbiased data-driven solutions to problems such as biological sequence similarity and conservation analysis can be applied to music similarity and stability analysis. Our paper relies on such an approach to tackle a number of tasks and more notably to model global melodic similarity.
File Size	948224
File Format	PDF
e-ISSN	20763417
DOI	10.3390/app7121242
Journal	Applied Sciences
Issue Number	12
Volume Number	7
Language	English
Publisher Date	2017-12-01
Access Restriction	Open
Subject Keyword	melodic similarity alignment stability variation bioinformatics
Content Type	Text
Resource Type	Article

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