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Original Articles

Evaluation of Audio Beat Tracking and Music Tempo Extraction Algorithms

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Pages 1-16 | Published online: 31 May 2008

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Hendrik Vincent Koops, W. Bas de Haas, John Ashley Burgoyne, Jeroen Bransen, Anna Kent-Muller & Anja Volk. (2019) Annotator subjectivity in harmony annotations of popular music. Journal of New Music Research 48:3, pages 232-252.
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Ajay Srinivasamurthy, André Holzapfel & Xavier Serra. (2014) In Search of Automatic Rhythm Analysis Methods for Turkish and Indian Art Music. Journal of New Music Research 43:1, pages 94-114.
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DanielP. W. Ellis. (2007) Beat Tracking by Dynamic Programming. Journal of New Music Research 36:1, pages 51-60.
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Simon Dixon. (2007) Evaluation of the Audio Beat Tracking System BeatRoot. Journal of New Music Research 36:1, pages 39-50.
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Articles from other publishers (54)

Andreas Aristidou, Anastasios Yiannakidis, Kfir Aberman, Daniel Cohen-Or, Ariel Shamir & Yiorgos Chrysanthou. (2023) Rhythm is a Dancer: Music-Driven Motion Synthesis With Global Structure. IEEE Transactions on Visualization and Computer Graphics 29:8, pages 3519-3534.
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Chu Yi Yu, Anne Cabildo, Jessica A. Grahn & Christina M. Vanden Bosch der Nederlanden. (2023) Perceived rhythmic regularity is greater for song than speech: examining acoustic correlates of rhythmic regularity in speech and song. Frontiers in Psychology 14.
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Dik J. HermesDik J. Hermes. 2023. The Perceptual Structure of Sound. The Perceptual Structure of Sound 225 259 .
Alexander Lerch. 2022. An Introduction to Audio Content Analysis. An Introduction to Audio Content Analysis 229 279 .
Maria Niarchou, Daniel E. Gustavson, J. Fah Sathirapongsasuti, Manuel Anglada-Tort, Else Eising, Eamonn Bell, Evonne McArthur, Peter Straub, Stella Aslibekyan, Adam Auton, Robert K. Bell, Katarzyna Bryc, Sarah K. Clark, Sarah L. Elson, Kipper Fletez-Brant, Pierre Fontanillas, Nicholas A. Furlotte, Pooja M. Gandhi, Karl Heilbron, Barry Hicks, Karen E. Huber, Ethan M. Jewett, Yunxuan Jiang, Aaron Kleinman, Keng-Han Lin, Nadia K. Litterman, Jey C. McCreight, Matthew H. McIntyre, Kimberly F. McManus, Joanna L. Mountain, Sahar V. Mozaffari, Priyanka Nandakumar, Elizabeth S. Noblin, Carrie A. M. Northover, Jared O’Connell, Steven J. Pitts, G. David Poznik, Anjali J. Shastri, Janie F. Shelton, Suyash Shringarpure, Chao Tian, Joyce Y. Tung, Robert J. Tunney, Vladimir Vacic, Xin Wang, J. Devin McAuley, John A. Capra, Fredrik Ullén, Nicole Creanza, Miriam A. Mosing, David A. Hinds, Lea K. Davis, Nori Jacoby & Reyna L. Gordon. (2022) Genome-wide association study of musical beat synchronization demonstrates high polygenicity. Nature Human Behaviour 6:9, pages 1292-1309.
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Martin A. Miguel, Pablo Riera & Diego Fernandez Slezak. (2021) A simple and cheap setup for timing tapping responses synchronized to auditory stimuli. Behavior Research Methods 54:2, pages 712-728.
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Mina Mounir, Peter Karsmakers & Toon van Waterschoot. (2021) Musical note onset detection based on a spectral sparsity measure. EURASIP Journal on Audio, Speech, and Music Processing 2021:1.
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Nathaniel J. Zuk, Jeremy W. Murphy, Richard B. Reilly & Edmund C. Lalor. (2021) Envelope reconstruction of speech and music highlights stronger tracking of speech at low frequencies. PLOS Computational Biology 17:9, pages e1009358.
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Xianghui Xie, Jared Houghtaling, Katrien Foubert & Toon van Waterschoot. (2021) Computational Approach to Track Beats in Improvisational Music Performance. Computational Approach to Track Beats in Improvisational Music Performance.
Diogo Cocharro, Gilberto Bernardes, Gonçalo Bernardo & Cláudio Lemos. 2021. Perspectives on Music, Sound and Musicology. Perspectives on Music, Sound and Musicology 189 208 .
Vani G. Rajendran, Nicol S. Harper & Jan W. H. Schnupp. (2020) Auditory cortical representation of music favours the perceived beat. Royal Society Open Science 7:3, pages 191194.
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Rachele Bellini, Yanir Kleiman & Daniel Cohen-Or. (2018) Dance to the beat: Synchronizing motion to audio. Computational Visual Media 4:3, pages 197-208.
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Nathaniel J. Zuk, Laurel H. Carney & Edmund C. Lalor. (2018) Preferred Tempo and Low-Audio-Frequency Bias Emerge From Simulated Sub-cortical Processing of Sounds With a Musical Beat. Frontiers in Neuroscience 12.
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Vani G. Rajendran, Nicol S. Harper, Jose A. Garcia-Lazaro, Nicholas A. Lesica & Jan W. H. Schnupp. (2017) Midbrain adaptation may set the stage for the perception of musical beat. Proceedings of the Royal Society B: Biological Sciences 284:1866, pages 20171455.
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Yudi Dong, Jian Liu, Yingying Chen & Woo Y. Lee. (2017) SalsaAsst: Beat Counting System Empowered by Mobile Devices to Assist Salsa Dancers. SalsaAsst: Beat Counting System Empowered by Mobile Devices to Assist Salsa Dancers.
Nai Ding, Aniruddh D. Patel, Lin Chen, Henry Butler, Cheng Luo & David Poeppel. (2017) Temporal modulations in speech and music. Neuroscience & Biobehavioral Reviews 81, pages 181-187.
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Mathew Thomas, Mintu Jothish, Navin Thomas, Shashidhar G. Koolagudi & Y.V. Srinivasa Murthy. (2016) Detection of similarity in music files using signal level analysis. Detection of similarity in music files using signal level analysis.
Aggelos Gkiokas, Vassilis Katsouros & George Carayannis. (2016) Towards Multi-Purpose Spectral Rhythm Features: An Application to Dance Style, Meter and Tempo Estimation. IEEE/ACM Transactions on Audio, Speech, and Language Processing 24:11, pages 1885-1896.
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BENJAMIN G. SCHULTZ, IRENA O’BRIEN, NATALIE PHILLIPS, DAVID H. McFARLAND, DEBRA TITONE & CAROLINE PALMER. (2015) Speech rates converge in scripted turn-taking conversations. Applied Psycholinguistics 37:5, pages 1201-1220.
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Mina Mounir, Peter Karsmakers & Toon van Waterschoot. (2016) Guitar note onset detection based on a spectral sparsity measure. Guitar note onset detection based on a spectral sparsity measure.
K. Kokkinidis, A. Stergiaki & A. Tsagaris. (2016) Error prooving and sensorimotor feedback for singing voice. Error prooving and sensorimotor feedback for singing voice.
Riccardo Bravi, Eros Quarta, Claudia Del Tongo, Nicola Carbonaro, Alessandro Tognetti & Diego Minciacchi. (2015) Music, clicks, and their imaginations favor differently the event-based timing component for rhythmic movements. Experimental Brain Research 233:6, pages 1945-1961.
Crossref
Balaji Thoshkahna, Meinard Muller, Venkatesh Kulkarni & Nanzhu Jiang. (2015) Novel audio features for capturing tempo salience in music recordings. Novel audio features for capturing tempo salience in music recordings.
Meinard MüllerMeinard Müller. 2015. Fundamentals of Music Processing. Fundamentals of Music Processing 303 353 .
Robert J. Ellis, Zhiyan Duan & Ye Wang. (2014) Quantifying Auditory Temporal Stability in a Large Database of Recorded Music. PLoS ONE 9:12, pages e110452.
Crossref
Riccardo Bravi, Eros Quarta, Erez J. Cohen, Anna Gottard & Diego Minciacchi. (2014) A little elastic for a better performance: kinesiotaping of the motor effector modulates neural mechanisms for rhythmic movements. Frontiers in Systems Neuroscience 8.
Crossref
Riccardo Bravi, Claudia Del Tongo, Erez James Cohen, Gabriele Dalle Mura, Alessandro Tognetti & Diego Minciacchi. (2014) Modulation of isochronous movements in a flexible environment: links between motion and auditory experience. Experimental Brain Research 232:6, pages 1663-1675.
Crossref
Ajay Srinivasamurthy & Xavier Serra. (2014) A supervised approach to hierarchical metrical cycle tracking from audio music recordings. A supervised approach to hierarchical metrical cycle tracking from audio music recordings.
Jose R. Zapata, Matthew E. P. Davies & Emilia Gomez. (2014) Multi-Feature Beat Tracking. IEEE/ACM Transactions on Audio, Speech, and Language Processing 22:4, pages 816-825.
Crossref
Alexander Schindler. (2014) A Picture is Worth a Thousand Songs. A Picture is Worth a Thousand Songs.
Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff & Anssi Klapuri. (2013) Automatic music transcription: challenges and future directions. Journal of Intelligent Information Systems 41:3, pages 407-434.
Crossref
Marc Leman, Dirk Moelants, Matthias Varewyck, Frederik Styns, Leon van Noorden & Jean-Pierre Martens. (2013) Activating and Relaxing Music Entrains the Speed of Beat Synchronized Walking. PLoS ONE 8:7, pages e67932.
Crossref
Jose R. Zapata & Emilia Gomez. (2013) Using voice suppression algorithms to improve beat tracking in the presence of highly predominant vocals. Using voice suppression algorithms to improve beat tracking in the presence of highly predominant vocals.
M. Yu. Khachai, K. S. Kobylkin & D. M. Khachai. (2013) Modification of the algorithm for beat tracking of a musical melody. Pattern Recognition and Image Analysis 23:1, pages 74-79.
Crossref
Henkjan Honing. 2013. The Psychology of Music. The Psychology of Music 369 404 .
Konstantin Kryzhanovsky, Aleksey Vil’kin, Ilia Safonov & Zoya Pushchina. 2013. Transactions on Computational Science XIX. Transactions on Computational Science XIX 48 62 .
João Lobato Oliveira, Matthew E. P. Davies, Fabien Gouyon & Luís Paulo Reis. (2012) Beat Tracking for Multiple Applications: A Multi-Agent System Architecture With State Recovery. IEEE Transactions on Audio, Speech, and Language Processing 20:10, pages 2696-2706.
Crossref
Steven Hargreaves, Anssi Klapuri & Mark Sandler. (2012) Structural Segmentation of Multitrack Audio. IEEE Transactions on Audio, Speech, and Language Processing 20:10, pages 2637-2647.
Crossref
Ferda Ofli, Engin Erzin, Y?cel Yemez & A. Murat Tekalp. (2012) Learn2Dance: Learning Statistical Music-to-Dance Mappings for Choreography Synthesis. IEEE Transactions on Multimedia 14:3, pages 747-759.
Crossref
Norberto Degara, Enrique Argones Rua, Antonio Pena, Soledad Torres-Guijarro, Matthew E. P. Davies & Mark D. Plumbley. (2012) Reliability-Informed Beat Tracking of Musical Signals. IEEE Transactions on Audio, Speech, and Language Processing 20:1, pages 290-301.
Crossref
Norberto Degara, Matthew E. P. Davies, Antonio Pena & Mark D. Plumbley. (2011) Onset Event Decoding Exploiting the Rhythmic Structure of Polyphonic Music. IEEE Journal of Selected Topics in Signal Processing 5:6, pages 1228-1239.
Crossref
M. Yu. Khachai, K. S. Kobylkin & D. M. Khachai. (2011) Modification of simple beat tracking algorithm. Pattern Recognition and Image Analysis 21:3, pages 494-496.
Crossref
Geoffroy Peeters & Helene Papadopoulos. (2011) Simultaneous Beat and Downbeat-Tracking Using a Probabilistic Framework: Theory and Large-Scale Evaluation. IEEE Transactions on Audio, Speech, and Language Processing 19:6, pages 1754-1769.
Crossref
Peter Grosche & Meinard Muller. (2011) Extracting Predominant Local Pulse Information From Music Recordings. IEEE Transactions on Audio, Speech, and Language Processing 19:6, pages 1688-1701.
Crossref
Dennis Reidsma, Iwan de Kok, Daniel Neiberg, Sathish Chandra Pammi, Bart van Straalen, Khiet Truong & Herwin van Welbergen. (2011) Continuous interaction with a virtual human. Journal on Multimodal User Interfaces 4:2, pages 97-118.
Crossref
M E P Davies, N Degara & M D Plumbley. (2011) Measuring the Performance of Beat Tracking Algorithms Using a Beat Error Histogram. IEEE Signal Processing Letters 18:3, pages 157-160.
Crossref
Mikel Gainza & Eugene Coyle. (2011) Tempo Detection Using a Hybrid Multiband Approach. IEEE Transactions on Audio, Speech, and Language Processing 19:1, pages 57-68.
Crossref
Mikel Gainza. (2010) On the use of a dynamic hybrid tempo detection model for beat tracking. On the use of a dynamic hybrid tempo detection model for beat tracking.
Olmo Cornelis, Micheline Lesaffre, Dirk Moelants & Marc Leman. (2010) Access to ethnic music: Advances and perspectives in content-based music information retrieval. Signal Processing 90:4, pages 1008-1031.
Crossref
Marcel Zentner & Tuomas Eerola. (2010) Rhythmic engagement with music in infancy. Proceedings of the National Academy of Sciences 107:13, pages 5768-5773.
Crossref
TUOMAS EEROLA. (2010) A nalysing E motions in S chubert ' s E rlkönig : a C omputational A pproach . Music Analysis 29:1-3, pages 214-233.
Crossref
F. Ofli, E. Erzin, Y. Yemez & A. M. Tekalp. (2010) Multi-modal analysis of dance performances for music-driven choreography synthesis. Multi-modal analysis of dance performances for music-driven choreography synthesis.
D. Stowell, A. Robertson, N. Bryan-Kinns & M.D. Plumbley. (2009) Evaluation of live human–computer music-making: Quantitative and qualitative approaches. International Journal of Human-Computer Studies 67:11, pages 960-975.
Crossref
Marko Helén, Tommi Lahti & Anssi Klapuri. 2009. Open Information Management. Open Information Management 244 265 .

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