[HTML][HTML] Audio-based music structure analysis: Current trends, open challenges, and applications

O Nieto, GJ Mysore, C Wang, JBL Smith… - Transactions of the …, 2020 - transactions.ismir.net
With recent advances in the field of music informatics, approaches to audio-based music
structural analysis have matured considerably, allowing researchers to reassess the …

[PDF][PDF] State of the Art Report: Audio-Based Music Structure Analysis.

J Paulus, M Müller, A Klapuri - Ismir, 2010 - paulus.kapsi.fi
Folie 1 Page 1 Paulus, Müller, Klapuri – Audio-Based Music Structure Analysis – ISMIR 2010
Jouni Paulus* (Fraunhofer Institute for Integrated Circuits IIS, Germany) Meinard Müller (Saarland …

[PDF][PDF] Design and creation of a large-scale database of structural annotations.

JBL Smith, JA Burgoyne, I Fu**aga, D De Roure… - ISMIR, 2011 - academia.edu
This paper describes the design and creation of an unprecedentedly large database of over
2400 structural annotations of nearly 1400 musical recordings. The database is intended to …

[PDF][PDF] The Harmonix Set: Beats, Downbeats, and Functional Segment Annotations of Western Popular Music.

O Nieto, MC McCallum, MEP Davies, A Robertson… - ISMIR, 2019 - archives.ismir.net
We introduce the Harmonix set: a collection of annotations of beats, downbeats, and
functional segmentation for over 900 full tracks that covers a wide range of western popular …

Structure-enhanced pop music generation via harmony-aware learning

X Zhang, J Zhang, Y Qiu, L Wang, J Zhou - Proceedings of the 30th ACM …, 2022 - dl.acm.org
Pop music generation has always been an attractive topic for both musicians and scientists
for a long time. However, automatically composing pop music with a satisfactory structure is …

The problem of limited inter-rater agreement in modelling music similarity

A Flexer, T Grill - Journal of new music research, 2016 - Taylor & Francis
One of the central goals of Music Information Retrieval (MIR) is the quantification of similarity
between or within pieces of music. These quantitative relations should mirror the human …

Music structure analysis using a probabilistic fitness measure and a greedy search algorithm

J Paulus, A Klapuri - IEEE Transactions on Audio, Speech, and …, 2009 - ieeexplore.ieee.org
This paper proposes a method for recovering the sectional form of a musical piece from an
acoustic signal. The description of form consists of a segmentation of the piece into musical …

[HTML][HTML] Embracing ambiguity in the analysis of form in pop/rock music, 1982–1991

T Clercq - Music Theory Online, 2017 - mtosmt.org
A central concern for theories of form in pop/rock music is the division of a song into sections
and, consequently, the categorization of these sections according to a standard set of …

Self-supervised learning of multi-level audio representations for music segmentation

M Buisson, B McFee, S Essid… - … /ACM Transactions on …, 2024 - ieeexplore.ieee.org
The task of music structure analysis refers to automatically identifying the location and the
nature of musical sections within a song. In the supervised scenario, structural annotations …

Supervised metric learning for music structure features

JC Wang, JBL Smith, WT Lu, X Song - arxiv preprint arxiv:2110.09000, 2021 - arxiv.org
Music structure analysis (MSA) methods traditionally search for musically meaningful
patterns in audio: homogeneity, repetition, novelty, and segment-length regularity. Hand …