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Related publications (30)

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Data-Driven Music Theory: Curating and Investigating Large Corpora of Digitally Encoded Music Analyses

Johannes Hentschel

This dissertation on data-driven music theory is centered around curatorial practices concerning the creation, publication, and evaluation of large, expert-annotated symbolic datasets. With its primary interest in the harmony of European tonal music from i ...

EPFL2024

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

Martin Alois Rohrmeier, Johannes Hentschel, Gabriele Cecchetti

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 yet coherent compositions. Exploiting the music-theoretical interpretabil ...

2023

United States politicians' tone became more negative with 2016 primary campaigns

Robert West, Andreas Oliver Spitz, Ahmad Abu-Akel

There is a widespread belief that the tone of political debate in the US has become more negative recently, in particular when Donald Trump entered politics. At the same time, there is disagreement as to whether Trump changed or merely continued previous t ...

Nature Portfolio2023

impresso Text Reuse at Scale. An interface for the exploration of text reuse data in semantically enriched historical newspapers

Maud Ehrmann, Matteo Romanello

Text Reuse reveals meaningful reiterations of text in large corpora. Humanities researchers use text reuse to study, e.g., the posterior reception of influential texts or to reveal evolving publication practices of historical media. This research is often ...

2023

Dense Image-based Predictions for Comics Analysis

Deblina Bhattacharjee

Dense image-based prediction methods have advanced tremendously in recent years. Their remarkable development has been possible due to the ample availability of real-world imagery. While these methods work well on photographs, their abilities do not genera ...

EPFL2023

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

Ce que les machines ont vu et que nous ne savons pas encore

Frédéric Kaplan, Isabella Di Lenardo

Cet article conceptualise l’idée qu’il existe une « matière noire » composée des structurations latentes identifiées par le regard machinique sur de grandes collections photographiques patrimoniales. Les campagnes photographiques de l’histoire de l’art, au ...

Éditions de la Sorbonne2023

The Claude Debussy Solo Piano Corpus

Martin Alois Rohrmeier, Johannes Hentschel, Gabriele Cecchetti

This dataset originates from the DCML corpus initiative and contains musicological research data. For more information, please refer to its documentation page https://dcmlab.github.io/debussy_piano Please cite this dataset as Laneve, S., Schaerf ...

Zenodo2023

Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling

Tanja Christina Käser Jacober, Vinitra Swamy, Thiemo Wambsganss

Natural Language Processing (NLP) has become increasingly utilized to provide adaptivity in educational applications. However, recent research has highlighted a variety of biases in pre-trained language models. While existing studies investigate bias in di ...

2022

Edvard Grieg - Lyric Pieces (A corpus of annotated scores)

Martin Alois Rohrmeier, Johannes Hentschel, Markus Franz Josef Neuwirth, Ioannis Rammos

This corpus of annotated MuseScore files has been created within the DCML corpus initiative and employs the DCML harmony annotation standard. It is one out of nine similar corpora that have been grouped together to An Annotated Corpus of Tonal Piano Music ...

Zenodo2022

Frédéric Chopin - Mazurkas (A corpus of annotated scores)

Martin Alois Rohrmeier, Johannes Hentschel, Markus Franz Josef Neuwirth, Ioannis Rammos

Zenodo2022

Antonín Dvořák (A corpus of annotated scores)

Martin Alois Rohrmeier, Johannes Hentschel, Markus Franz Josef Neuwirth, Ioannis Rammos

Zenodo2022

Franz Liszt - Années de Pèlerinage (A corpus of annotated scores)

Martin Alois Rohrmeier, Johannes Hentschel, Markus Franz Josef Neuwirth, Ioannis Rammos

Zenodo2022

Nikolai Medtner - Tales (A corpus of annotated scores)

Martin Alois Rohrmeier, Johannes Hentschel, Markus Franz Josef Neuwirth, Ioannis Rammos

Zenodo2022

Claude Debussy - Suite Bergamasque (A corpus of annotated scores)

Martin Alois Rohrmeier, Johannes Hentschel, Markus Franz Josef Neuwirth, Ioannis Rammos

Zenodo2022

Robert Schumann - Kinderszenen (A corpus of annotated scores)

Martin Alois Rohrmeier, Johannes Hentschel, Markus Franz Josef Neuwirth, Ioannis Rammos

Zenodo2022

Ludwig van Beethoven - Piano Sonatas (A corpus of annotated scores)

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Johannes Hentschel, Ioannis Rammos

Zenodo2022

SKILL: Structured Knowledge Infusion for Large Language Models

Martin Jaggi

Large language models (LLMs) have demonstrated human-level performance on a vast spectrum of natural language tasks. However, it is largely unexplored whether they can better internalize knowledge from a structured data, such as a knowledge graph, or from ...

ASSOC COMPUTATIONAL LINGUISTICS-ACL2022

Seed Selection for Successful Fuzzing

Mathias Josef Payer

Mutation-based greybox fuzzing-unquestionably the most widely-used fuzzing technique-relies on a set of non-crashing seed inputs (a corpus) to bootstrap the bug-finding process. When evaluating a fuzzer, common approaches for constructing this corpus inclu ...

ASSOC COMPUTING MACHINERY2021