Schubert Winterreise dataset: A multimodal scenario for music analysis

C Weiß, F Zalkow, V Arifi-Müller, M Müller… - Journal on Computing …, 2021 - dl.acm.org
This article presents a multimodal dataset comprising various representations and
annotations of Franz Schubert's song cycle Winterreise. Schubert's seminal work constitutes …

Investigating style evolution of Western classical music: A computational approach

C Weiß, M Mauch, S Dixon, M Müller - Musicae Scientiae, 2019 - journals.sagepub.com
In musicology, there has been a long debate about a meaningful partitioning and description
of music history regarding composition styles. Particularly, concepts of historical periods …

Stylistic information in pitch-class distributions

J Yust - Journal of New Music Research, 2019 - Taylor & Francis
This study examines pitch-class distributions in a large body of tonal music from the
seventeenth, eighteenth and nineteenth centuries using the DFT on pitch-class sets. The …

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 …

Tonal complexity features for style classification of classical music

C Weiss, M Müller - 2015 ieee international conference on …, 2015 - ieeexplore.ieee.org
We propose a set of novel audio features for classifying the style of classical music. The
features rely on statistical measures based on a chroma feature representation of the audio …

Probing questions about keys: tonal distributions through the DFT

J Yust - Mathematics and Computation in Music: 6th …, 2017 - Springer
Pitch-class distributions are central to much of the computational and psychological
research on musical keys. This paper looks at pitch-class distributions through the DFT on …

[PDF][PDF] Quantifying and visualizing tonal complexity

C Weiß, M Müller - Proceedings of the Conference on …, 2014 - audiolabs-erlangen.de
In Western classical music, the structure of a piece is reinforced by the contrasting harmonic
nature of its sections. The structural parts are characterized by the presence of certain …

A trend analysis on concreteness of popular song lyrics

K Choi, J Stephen Downie - … of the 6th International Conference on …, 2019 - dl.acm.org
Recently, music complexity has drawn attention from researchers in Music Digital Libraries
area. In particular, computational methods to measure music complexity have been studied …

Interval content vs. DFT

E Amiot - Mathematics and Computation in Music: 6th …, 2017 - Springer
Several ways to appreciate the diatonicity of a pc-set can be proposed: Anatol Vierù
enumerates connected fifths (or semitones, as an indicator of chromaticity), Aline Honing …

[PDF][PDF] Computational methods for tonality-based style analysis of classical music audio recordings

C Weiß - 2017 - researchgate.net
With the tremendously growing impact of digital technology, the ways of accessing music
crucially changed. Nowadays, streaming services, download platforms, and private archives …