Publications de Fabian Claude Moss

Publications associées (20)

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

Martin Alois Rohrmeier, Fabian Claude Moss, Daniel Harasim

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, exploring in particular the concept of mode. Based on a large dataset of ...

2021

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

Cédric Viaccoz, Martin Alois Rohrmeier, Fabian Claude Moss, Daniel Harasim

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 (e.g., C major, F minor) to each subsection of a piece of music, thus providin ...

SAGE PUBLICATIONS LTD2022

Phantom Curves: Scientific Discovery through Interactive Music Visualization

Fabian Claude Moss, Daniel Harasim

We introduce phantom curves, a novel music-theoretical concept based on the discrete Fourier transform (DFT), and document the creative process that led to their discovery. In particular, we emphasize the importance of interactive web applications for musi ...

ACM2022

The Tonal Diffusion Model

Martin Alois Rohrmeier, Fabian Claude Moss, Robert Lieck

Pitch-class distributions are of central relevance in music information retrieval, computational musicology and various other fields, such as music perception and cognition. However, despite their structure being closely related to the cognitively and musi ...

2020

Computational modeling of interval distributions in tonal space reveals paradigmatic stylistic changes in Western music history

Martin Alois Rohrmeier, Fabian Claude Moss, Robert Lieck

Diachronic stylistic changes in music are to a large extent affected by composers' different choices, for example regarding the usage of tones, intervals, and harmonies. Analyzing the tonal content of pieces of music and observing them over time is thus in ...

Springernature2024

The pleasantness of sensory dissonance is mediated by musical style and expertise

Martin Alois Rohrmeier, Fabian Claude Moss, Markus Franz Josef Neuwirth

Western musical styles use a large variety of chords and vertical sonorities. Based on objective acoustical properties, chords can be situated on a dissonant-consonant continuum. While this might to some extent converge with the unpleasant-pleasant continu ...

Nature Research2019

Statistical characteristics of tonal harmony: A corpus study of Beethoven’s string quartets

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Fabian Claude Moss, Daniel Harasim

Tonal harmony is one of the central organization systems of Western music. This article characterizes the statistical foundations of tonal harmony based on the computational analysis of expert annotations in a large corpus. Using resampling methods, this s ...

2019

midiVERTO: A Web Application to Visualize Tonality in Real Time

Fabian Claude Moss, Daniel Harasim

This paper presents a web application for visualizing the tonality of a piece of music-the organization of its chords and scales-at a high level of abstraction and with coordinated playback. The application applies the discrete Fourier transform to the pit ...

SPRINGER INTERNATIONAL PUBLISHING AG2022

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

Martin Alois Rohrmeier, Fabian Claude Moss

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 counts (ca. 1360-1940). We observe a historically growing trend i ...

TAYLOR & FRANCIS LTD2022

An Annotated Corpus of Tonal Piano Music from the Long 19th Century

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Fabian Claude Moss, Johannes Hentschel

We present a dataset of 264 annotated piano pieces of nine composers, composed in the long 19th century (https://doi.org/10.5281/zenodo.7483349). Annotations adhere to the DCML harmony annotation standard and include Roman numerals, phrase boundaries, and ...

Ohio State Univ, Sch Music2023

Digitizing a 19th-Century Music Theory Debate for Computational Analysis

Fabian Claude Moss

We report the progress of the ongoing project “Digitizing the Dualism Debate: a case study in the computational analysis of historical music theory sources”. First, we give a brief introduction to the dualism debate, a central discussion in 19th-century Ge ...

2021

A Model Comparison for Chord Prediction on the Annotated Beethoven Corpus

Martin Alois Rohrmeier, Fabian Claude Moss, Robert Lieck

This paper models predictive processing of chords using a corpus of Ludwig van Beethoven’s string quartets. A recently published dataset consisting of expert harmonic analyses of all Beethoven string quartets was used to evaluate an n-gram language model a ...

2019

Transitions of Tonality: A Model-Based Corpus Study

Fabian Claude Moss

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, and computational models, concentrating on historical changes of tonalit ...

EPFL2019

Discovering Tonal Profiles with Latent Dirichlet Allocation

Martin Alois Rohrmeier, Fabian Claude Moss

Music analysis, in particular harmonic analysis, is concerned with the way pitches are organized in pieces of music, and a range of empirical applications have been developed, for example, for chord recognition or key finding. Naturally, these approaches r ...

2021

A Formal Model of Extended Tonal Harmony

Martin Alois Rohrmeier, Fabian Claude Moss

Extended tonality is a central system that characterizes the music from the 19th up to the 21st century, including styles like popular music, film music or Jazz. Developing from classical major-minor tonality, the harmonic language of extended tonality for ...

2021

Harmony and form in Brazilian Choro: A corpus-driven approach to musical style analysis

Martin Alois Rohrmeier, Fabian Claude Moss

This corpus study constitutes the first quantitative style analysis of Choro, a primarily instrumental music genre that emerged in Brazil at the end of the 19th century. We evaluate its description in a recent comprehensive textbook by transcribing the cho ...

2020

A semi-automated workflow paradigm for the distributed creation and curation of expert annotations

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Fabian Claude Moss, Johannes Hentschel

The creation and curation of labeled datasets can be an arduous, expensive, and time-consuming task. We introduce a workflow paradigm for remote consensus-building between expert annotators, while considerably reducing the associated administrative overhea ...

2021

2018

Fabian Claude Moss

Graph Chatbot

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

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

Phantom Curves: Scientific Discovery through Interactive Music Visualization

The Tonal Diffusion Model

Computational modeling of interval distributions in tonal space reveals paradigmatic stylistic changes in Western music history

The pleasantness of sensory dissonance is mediated by musical style and expertise

Statistical characteristics of tonal harmony: A corpus study of Beethoven’s string quartets

midiVERTO: A Web Application to Visualize Tonality in Real Time

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

An Annotated Corpus of Tonal Piano Music from the Long 19th Century

Digitizing a 19th-Century Music Theory Debate for Computational Analysis

A Model Comparison for Chord Prediction on the Annotated Beethoven Corpus

Transitions of Tonality: A Model-Based Corpus Study

Discovering Tonal Profiles with Latent Dirichlet Allocation

A Formal Model of Extended Tonal Harmony

Harmony and form in Brazilian Choro: A corpus-driven approach to musical style analysis

A semi-automated workflow paradigm for the distributed creation and curation of expert annotations

Chord Embeddings of Harmonic Progressions Reveal Historical Trends

The pleasantness of sensory dissonance is mediated by musical style and expertise (vol 9, 1070, 2019)

The Annotated Beethoven Corpus (ABC): A Dataset of Harmonic Analyses of All Beethoven String Quartets