Annotator subjectivity in harmony annotations of popular music

HV Koops, WB De Haas, JA Burgoyne… - Journal of New Music …, 2019 - Taylor & Francis
Reference annotation datasets containing harmony annotations are at the core of a wide
range of studies in music information retrieval (mir) and related fields. The majority of these …

Local key estimation in music recordings: A case study across songs, versions, and annotators

C Weiß, H Schreiber, M Müller - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
While global key and chord estimation for both popular and classical music recordings have
received a lot of attention, little research has been devoted to estimating the local key for …

[PDF][PDF] In search of the consensus among musical pattern discovery algorithms

IY Ren, HV Koops, A Volk… - Proceedings of the 18th …, 2017 - webspace.science.uu.nl
Patterns are an essential part of music and there are many different algorithms that aim to
discover them. Based on the improvements brought by using data fusion methods to find the …

Automatic chord label personalization through deep learning of shared harmonic interval profiles

HV Koops, WB de Haas, J Bransen, A Volk - Neural Computing and …, 2020 - Springer
Current automatic chord estimation systems are trained and tested using datasets that
contain single reference annotations, ie, for each corresponding musical segment (eg, audio …

Chord label personalization through deep learning of integrated harmonic interval-based representations

HV Koops, WB de Haas, J Bransen, A Volk - arXiv preprint arXiv …, 2017 - arxiv.org
The increasing accuracy of automatic chord estimation systems, the availability of vast
amounts of heterogeneous reference annotations, and insights from annotator subjectivity …

Mid-level chord transition features for musical style analysis

C Weiß, F Brand, M Müller - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Chords and their progressions are an important aspect of Western tonal music. Specifically,
transitions between subsequent chords within a piece carry style-relevant information. To …

A computational evaluation of musical pattern discovery algorithms

I Ren, A Volk, W Swierstra, RC Veltkamp - arXiv preprint arXiv:2010.12325, 2020 - arxiv.org
Pattern discovery algorithms in the music domain aim to find meaningful components in
musical compositions. Over the years, although many algorithms have been developed for …

Decibel: Improving audio chord estimation for popular music by alignment and integration of crowd-sourced symbolic representations

D Odekerken, HV Koops, A Volk - arXiv preprint arXiv:2002.09748, 2020 - arxiv.org
Automatic Chord Estimation (ACE) is a fundamental task in Music Information Retrieval
(MIR) and has applications in both music performance and MIR research. The task consists …

[PDF][PDF] Harmonic subjectivity in popular music

HV Koops, WB de Haas, JA Burgoyne… - Technical Report …, 2017 - ics-archive.science.uu.nl
Reference annotation datasets containing harmony annotations are at the core of a wide
range of studies in music information retrieval (MIR) and related fields. The majority of these …

Improving Audio Chord Estimation by Alignment and Integration of Crowd-Sourced Symbolic Music.

D Odekerken, HV Koops, A Volk - … of the International Society for Music …, 2021 - go.gale.com
Automatic Chord Estimation (ACE) is a fundamental task in Music Information Retrieval
(MIR) and has applications in both music performance and MIR research. The task consists …