Systematic Exploration of Computational Music Structure Research

Keywords

Computer science

References

• Essentia: An Audio Analysis Library for Music Information RetrievalDmitry Bogdanov, Nicolas Wack, Emília Gómez — 2013
• Towards Quantitative Measures of Evaluating Song SegmentationHanna Lukashevich — 2008
• The Million Song DatasetThierry Bertin-Mahieux, Daniel P. W. Ellis, Brian Whitman — 2011
• Perception and modeling of segment boundaries in popular musicMJ Michael Bruderer — 2008
• Detecting harmonic change in musical audioChristopher Harte, M. Sandler, Martin Gasser — 2006
• Music segment similarity using 2D-Fourier Magnitude CoefficientsOriol Nieto, Juan Pablo Bello — 2014
• Selective Sampling for Beat Tracking EvaluationAndré Holzapfel, Matthew E. P. Davies, José R. Zapata — 2012
• Unsupervised Music Structure Annotation by Time Series Structure Features and Segment SimilarityJoan Serrà, Meinard Müller, Peter Grosche — 2014
• Structural Segmentation of Musical Audio by Constrained ClusteringM. Lévy, M. Sandler — 2008
• Convex non-negative matrix factorization for automatic music structure identificationOriol Nieto, Tristan Jehan — 2013
• Beat Tracking by Dynamic ProgrammingDaniel P. W. Ellis — 2007
• MARSYAS: a framework for audio analysisGeorge Tzanetakis, Perry R. Cook — 1999
• Identifying `Cover Songs' with Chroma Features and Dynamic Programming Beat TrackingDaniel P. W. Ellis, Graham E. Poliner — 2007
• Automatic audio segmentation using a measure of audio noveltyJonathan Foote — 2000
• Unsupervised Discovery of Temporal Structure in MusicRon J. Weiss, Juan Pablo Bello — 2011
• librosa: Audio and Music Signal Analysis in PythonBrian McFee, Colin Raffel, Dawen Liang — 2015
• Design and creation of a large-scale database of structural annotationsJordan B. L. Smith, John Burgoyne, Ichiro Fujinaga — 2011
• Perceptual Analysis of the F-Measure to Evaluate Section Boundaries in MusicOriol Nieto, Morwaread Farbood, Tristan Jehan — 2014
• JAMS: A JSON Annotated Music Specification for Reproducible MIR ResearchEric J. Humphrey, Justin Salamon, Oriol Nieto — 2014
• Identifying Polyphonic Musical Patterns From Audio Recordings Using Music Segmentation TechniquesOriol Nieto, Morwaread Farbood — 2014

Cited by

• Using Priors to Improve Estimates of Music StructureJordan B. L. Smith, Masataka Goto — 2016
• Characterizing Listener Engagement with Popular Songs Using Large-Scale Music Discovery DataBlair Kaneshiro, Feng Ruan, Casey W. Baker — 2017
• Evaluating Hierarchical Structure in Music AnnotationsBrian McFee, Oriol Nieto, Morwaread Farbood — 2017
• MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial NetworksHao‐Wen Dong, Wen-Yi Hsiao, Li-Chia Yang — 2017
• Similarity Embedding Network for Unsupervised Sequential Pattern Learning by Playing Music Puzzle GamesYu-Siang Huang, Szu-Yu Chou, Yi‐Hsuan Yang — 2017
• MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and AccompanimentHao‐Wen Dong, Wen-Yi Hsiao, Li-Chia Yang — 2017
• Music thumbnailing via neural attention modeling of music emotionYu-Siang Huang, Szu-Yu Chou, Yi‐Hsuan Yang — 2017
• Pop Music Highlighter: Marking the Emotion KeypointsYu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang — 2018
• Enhanced Hierarchical Music Structure Annotations via Feature Level Similarity FusionChristopher J. Tralie, Brian McFee — 2019
• The skipping behavior of users of music streaming services and its relation to musical structureNicola Montecchio, Pierre Roy, François Pachet — 2019
• Unsupervised Learning of Deep Features for Music SegmentationMatthew McCallum — 2019
• Music Boundary Detection Based on a Hybrid Deep Model of Novelty, Homogeneity, Repetition and DurationAkira Maezawa — 2019
• Generating Music Medleys via Playing Music Puzzle GamesYu-Siang Huang, Szu-Yu Chou, Yi‐Hsuan Yang — 2017
• The Wiki Music dataset: A tool for computational analysis of popular musicFabio Celli — 2019
• Improving Structure Evaluation Through Automatic Hierarchy ExpansionBrian McFee, Katherine M. Kinnaird — 2019
• The Harmonix Set: Beats, Downbeats, and Functional Segment Annotations of Western Popular MusicOriol Nieto, Matthew McCallum, Matthew E. P. Davies — 2019
• FMP Notebooks: Educational Material for Teaching and Learning Fundamentals of Music ProcessingMeinard Müller, Frank Zalkow — 2019
• Statistical Music Structure Analysis Based on a Homogeneity-, Repetitiveness-, and Regularity-Aware Hierarchical Hidden Semi-Markov ModelGo Shibata, Ryo Nishikimi, Eita Nakamura — 2019
• Automatic Detection of Cue Points for DJ MixingMickaël Zehren, Marco Alunno, Paolo Bientinesi — 2020
• Structural analysis of recorded musicLauri Saikkonen — 2020

Related papers

• Analyzing Song Structure with Spectral ClusteringBrian McFee, Dan Ellis — 2014
• Design and creation of a large-scale database of structural annotationsJordan B. L. Smith, John Burgoyne, Ichiro Fujinaga — 2011
• Unsupervised Detection of Music Boundaries by Time Series Structure FeaturesJoan Serrà, Meinard Müller, Peter Grosche — 2012
• madmom: A New Python Audio and Music Signal Processing LibrarySebastian Böck, Filip Korzeniowski, Jan Schlüter — 2016
• Boundary Detection in Music Structure Analysis using Convolutional Neural NetworksKaren Ullrich, Jan Schlüter, Thomas Grill — 2014
• librosa: Audio and Music Signal Analysis in PythonBrian McFee, Colin Raffel, Dawen Liang — 2015
• Automatic audio segmentation using a measure of audio noveltyJonathan Foote — 2000
• Convex non-negative matrix factorization for automatic music structure identificationOriol Nieto, Tristan Jehan — 2013
• Learning to segment songs with ordinal linear discriminant analysisBrian McFee, Daniel P. W. Ellis — 2014
• RWC Music Database: Popular, Classical and Jazz Music DatabasesMasataka Goto, Hiroki Hashiguchi, Takuichi Nishimura — 2002