The diachronic development of Debussy's musical style: a corpus study with Discrete Fourier Transform

S Laneve, L Schaerf, G Cecchetti, J Hentschel… - Humanities and Social …, 2023 - nature.com
Claude Debussy's personal style is typically characterised as a departure from earlier
diatonic tonality, including a greater variety of pitch-class materials organised in fragmented …

Exploring the foundations of tonality: statistical cognitive modeling of modes in the history of Western classical music

D Harasim, FC Moss, M Ramirez… - Humanities and Social …, 2021 - nature.com
Tonality is one of the most central theoretical concepts for the analysis of Western classical
music. This study presents a novel approach for the study of its historical development …

The line of fifths and the co-evolution of tonal pitch-classes

FC Moss, M Neuwirth, M Rohrmeier - Journal of Mathematics and …, 2023 - Taylor & Francis
In this study, we determine the fundamental role of the line of fifths for the organization of
tonal material by applying dimensionality reduction to a large historical corpus of pitch-class …

Wavescapes: A visual hierarchical analysis of tonality using the discrete Fourier transform

C Viaccoz, D Harasim, FC Moss… - Musicae …, 2023 - journals.sagepub.com
Many structural aspects of music, such as tonality, can be expressed using hierarchical
representations. In music analysis, so-called keyscapes can be used to map a key estimate …

Generalized Tonnetze and Zeitnetze, and the topology of music concepts

J Yust - Journal of Mathematics and Music, 2020 - Taylor & Francis
The music-theoretic idea of a Tonnetz can be generalized at different levels: as a network of
chords relating by maximal intersection, a simplicial complex in which vertices represent …

[PDF][PDF] The Tonal Diffusion Model.

R Lieck, FC Moss, M Rohrmeier - Trans. Int. Soc. Music. Inf. Retr., 2020 - robert-lieck.com
Pitch-class distributions (PCDs) are fundamental objects of study in many fields of empirical
music research, from music information retrieval (MIR), mathematical music theory, and …

Transitions of tonality: a model-based corpus study

FC Moss - 2019 - infoscience.epfl.ch
Tonality has been the cornerstone of Western music-theoretical discourse for centuries. This
study addresses the subject, using traditional music analysis, data-driven corpus methods …

[图书][B] The Music in the Data: Corpus Analysis, Music Analysis, and Tonal Traditions

C White - 2022 - taylorfrancis.com
Putting forward an extensive new argument for a humanities-based approach to big-data
analysis, The Music in the Data shows how large datasets of music, or music corpora, can …

A clustering-based approach to automatic harmonic analysis: An exploratory study of harmony and form in Mozart's piano sonatas

J Yust, J Lee, E Pinsky - Transactions of the International Society for …, 2022 - open.bu.edu
We implement a novel approach to automatic harmonic analysis using a clustering method
on pitch-class vectors (chroma vectors). The advantage of this method is its lack of top-down …

The learnability of the grammar of jazz: Bayesian inference of hierarchical structures in harmony

D Harasim - 2020 - infoscience.epfl.ch
Musical grammar describes a set of principles that are used to understand and interpret the
structure of a piece according to a musical style. The main topic of this study is grammar …