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Titlebook: Computational Music Analysis; David Meredith Book 2016 Springer International Publishing Switzerland 2016 Algorithmic Composition.Algorith

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发表于 2025-3-21 18:16:34 | 显示全部楼层 |阅读模式
书目名称Computational Music Analysis
编辑David Meredith
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概述Includes algorithms for computing structural descriptions of musical works and corpora.Explains applications of computational music analysis algorithms and methodologies for evaluating the output of m
图书封面Titlebook: Computational Music Analysis;  David Meredith Book 2016 Springer International Publishing Switzerland 2016 Algorithmic Composition.Algorith
描述.This book provides an in-depth introduction and overview of current research in computational music analysis. Its seventeen chapters, written by leading researchers, collectively represent the diversity as well as the technical and philosophical sophistication of the work being done today in this intensely interdisciplinary field. A broad range of approaches are presented, employing techniques originating in disciplines such as linguistics, information theory, information retrieval, pattern recognition, machine learning, topology, algebra and signal processing. Many of the methods described draw on well-established theories in music theory and analysis, such as Forte‘s pitch-class set theory, Schenkerian analysis, the methods of semiotic analysis developed by Ruwet and Nattiez, and Lerdahl and Jackendoff‘s .Generative Theory of Tonal Music.. . .The book is divided into six parts, covering methodological issues, harmonic and pitch-class set analysis, form and voice-separation, grammars and hierarchical reduction, motivic analysis and pattern discovery and, finally, classification and the discovery of distinctive patterns. . .As a detailed and up-to-date picture of current research
出版日期Book 2016
关键词Algorithmic Composition; Algorithms; Computational Music Analysis; Computer Music; Machine Learning; Math
版次1
doihttps://doi.org/10.1007/978-3-319-25931-4
isbn_softcover978-3-319-38744-4
isbn_ebook978-3-319-25931-4
copyrightSpringer International Publishing Switzerland 2016
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发表于 2025-3-21 20:37:13 | 显示全部楼层
The Harmonic Musical Surface and Two Novel Chord Representation Schemes is crucial for building effective computational models for music analysis. This chapter, initially, addresses musicological, perceptual and computational aspects of the harmonic musical surface. Then, two novel general chord representations are presented: the first, the General Chord Type (GCT) rep
发表于 2025-3-22 03:23:58 | 显示全部楼层
Topological Structures in Computer-Aided Music Analysissents a set of chords. The dimension of the elements of the complex and their neighbourhood relationships highlight the size of the chords and their intersections. Following a well-established tradition in set-theoretical and neo-Riemannian music analysis, we present the family of T/I complexes whic
发表于 2025-3-22 07:24:41 | 显示全部楼层
Contextual Set-Class Analysisa systematic approach to segmentation, description and representation in the analysis of the musical surface. The introduction of a set-class description domain provides a systematic, mid-level, and standard analytical lexicon, which allows for the description of any notated music based on a fixed t
发表于 2025-3-22 10:37:16 | 显示全部楼层
Computational Analysis of Musical Form contrast, and variation: repetition brings unity, and variation brings interest. Learning how to hear, to analyse, to play, or even to write music in various forms is part of music education. In this chapter, we briefly review some theories of musical form, and discuss the challenges of computation
发表于 2025-3-22 16:20:41 | 显示全部楼层
Chord- and Note-Based Approaches to Voice Separationecture of the learning model. Most existing approaches make decisions in note-to-note steps (N2N) and use heuristics to resolve conflicts arising in the process. We present here a new approach of processing in chord-to-chord steps (C2C), where a solution for a complete chord is calculated. The C2C a
发表于 2025-3-22 20:18:27 | 显示全部楼层
Analysing Symbolic Music with Probabilistic Grammarsm of grammars) over a corpus of music. These can produce idiomatic sentences from a probabilistic model of the musical language and thus offer explanations of the musical structures they model. This chapter surveys historical and current work in musical analysis using grammars, based on computationa
发表于 2025-3-23 00:02:57 | 显示全部楼层
Interactive Melodic Analysisfied as a harmonic tone when it belongs to the underlying chord, and as a non-harmonic tone otherwise, with a number of categories in this latter case. Automatic systems for fully solving this task without errors are still far from being available, so it must be assumed that, in a practical scenario
发表于 2025-3-23 02:33:48 | 显示全部楼层
Implementing Methods for Analysing Music Based on Lerdahl and Jackendoff’s ,ry to be one of the most relevant music theories with regard to formalization because it captures aspects of musical phenomena based on the Gestalts perceived in music and presents these aspects with relatively rigid rules. However, the theory has several problems in terms of computer implementation
发表于 2025-3-23 08:20:38 | 显示全部楼层
An Algebraic Approach to Time-Span Reductionize a target application and generate music. We formalize the concept of time-span tree introduced by Lerdahl and Jackendoff (1983) in their Generative Theory of Tonal Music (GTTM) and define the distance between time-span trees, on the hypothesis that this might coincide with the psychological rese
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