[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 …

Deep learning's shallow gains: A comparative evaluation of algorithms for automatic music generation

Z Yin, F Reuben, S Stepney, T Collins - Machine Learning, 2023 - Springer
Deep learning methods are recognised as state-of-the-art for many applications of machine
learning. Recently, deep learning methods have emerged as a solution to the task of …

Music information retrieval

JA Burgoyne, I Fujinaga… - A new companion to …, 2015 - Wiley Online Library
Music information retrieval (MIR) is “a multidisciplinary research endeavor that strives to
develop innovative content‐based searching schemes, novel interfaces, and evolving …

Evaluating the role of repeated patterns in folk song classification and compression

P Boot, A Volk, WB de Haas - Journal of New Music Research, 2016 - Taylor & Francis
According to musicological studies on oral transmission, repeated patterns are considered
important for determining musical similarity in folk songs. In this paper, we study the …

Automatic analysis and influence of hierarchical structure on melody, rhythm and harmony in popular music

S Dai, H Zhang, RB Dannenberg - arXiv preprint arXiv:2010.07518, 2020 - arxiv.org
Repetition is a basic indicator of musical structure. This study introduces new algorithms for
identifying musical phrases based on repetition. Phrases combine to form sections yielding …

[PDF][PDF] Flexible and robust music tracking

A Arzt - Ph. D. thesis, 2016 - epub.jku.at
Nowadays computers play an important role in all areas of music, from composition to
production and live performance. This is obvious for all kinds of popular music, where …

Comparative evaluation in the wild: Systems for the expressive rendering of music

K Worrall, Z Yin, T Collins - IEEE Transactions on Artificial …, 2024 - ieeexplore.ieee.org
There have been many attempts to model the ability of human musicians to take a score and
perform or render it expressively, by adding tempo, timing, loudness and articulation …

[PDF][PDF] Identifying polyphonic patterns from audio recordings using music segmentation techniques

O Nieto, MM Farbood - Proc. of the 15th International Society for …, 2014 - ccrma.stanford.edu
This paper presents a method for discovering patterns of note collections that repeatedly
occur in a piece of music. We assume occurrences of these patterns must appear at least …

Bridging the audio-symbolic gap: The discovery of repeated note content directly from polyphonic music audio

T Collins, S Böck, F Krebs, G Widmer - Audio Engineering Society …, 2014 - aes.org
Algorithms for the discovery of musical repetition have been developed in audio and
symbolic domains more or less independently for over a decade. In this paper we combine …

Music analysis and point-set compression

D Meredith - Journal of New Music Research, 2015 - Taylor & Francis
COSIATEC, SIATECCompress and Forth's algorithm are point-set compression algorithms
developed for discovering repeated patterns in music, such as themes and motives that …