[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] Systematic exploration of computational music structure research.

O Nieto, JP Bello - ISMIR, 2016 - ccrma.stanford.edu
Systematic Exploration of Computational Music Structure Research Page 1 Systematic
Exploration of Computational Music Structure Research Oriol Nieto Juan Pablo Bello New York …

[PDF][PDF] Music Boundary Detection Using Neural Networks on Combined Features and Two-Level Annotations.

T Grill, J Schlüter - ISMIR, 2015 - grrrr.org
The determination of structural boundaries is a key task for understanding the structure of a
musical piece, but it is also highly ambiguous. Recently, Convolutional Neural Networks …

Separation of Overlap** Audio Signals: A Review on Current Trends and Evolving Approaches

K Nath, KK Sarma - Signal Processing, 2024 - Elsevier
Separating the signals from the mixture when the signals share same frequency and time
domain pattern is always a matter of concern. In natural environment, sound events often …

Unsupervised learning of deep features for music segmentation

MC McCallum - … 2019-2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
Music segmentation refers to the dual problem of identifying boundaries between, and
labeling, distinct music segments, eg, the chorus, verse, bridge etc. in popular music. The …

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 …

[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 …

Early MFCC and HPCP fusion for robust cover song identification

CJ Tralie - arxiv preprint arxiv:1707.04680, 2017 - arxiv.org
While most schemes for automatic cover song identification have focused on note-based
features such as HPCP and chord profiles, a few recent papers surprisingly showed that …

Cover song identification with 2d fourier transform sequences

P Seetharaman, Z Rafii - 2017 IEEE International Conference …, 2017 - ieeexplore.ieee.org
We approach cover song identification using a novel time-series representation of audio
based on the 2DFT. The audio is represented as a sequence of magnitude 2D Fourier …

Evaluating hierarchical structure in music annotations

B McFee, O Nieto, MM Farbood, JP Bello - Frontiers in psychology, 2017 - frontiersin.org
Music exhibits structure at multiple scales, ranging from motifs to large-scale functional
components. When inferring the structure of a piece, different listeners may attend to …