{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,23]],"date-time":"2026-07-23T20:19:11Z","timestamp":1784837951612,"version":"3.55.0"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Lett."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/lsp.2021.3084504","type":"journal-article","created":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T21:46:06Z","timestamp":1622151966000},"page":"1100-1104","source":"Crossref","is-referenced-by-count":11,"title":["Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3671-8474","authenticated-orcid":false,"given":"Ching-Yu","family":"Chiu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alvin Wen-Yu","family":"Su","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi-Hsuan","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"2385","article-title":"Particle filtering applied to musical tempo tracking","volume":"2004","author":"macleod","year":"2004","journal-title":"EURASIP J Adv Signal Process"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2005.858509"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2623565"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178001"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854177"},{"key":"ref30","first-page":"71","article-title":"Percussive beat tracking using real-time median filtering","author":"robertson","year":"2013","journal-title":"Proc Int 6th Workshop Mach Learn Music"},{"key":"ref37","first-page":"229","article-title":"RWC music database: Music genre database and musical instrument sound database","author":"goto","year":"2003","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref36","first-page":"287","article-title":"RWC music database: Popular, classical, and jazz music databases","author":"goto","year":"2002","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref35","first-page":"98","article-title":"A single-step approach to musical tempo estimation using a convolutional neural network","author":"schreiber","year":"2018","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref34","first-page":"129","article-title":"Downbeat tracking using beat-synchronous features and recurrent neural networks","author":"krebs","year":"2016","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1076\/jnmr.30.2.159.7114"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6393(98)00076-4"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6853980"},{"key":"ref2","first-page":"603","article-title":"A multi-model approach to beat tracking considering heterogeneous music styles","author":"b\u00f6ck","year":"2014","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref1","first-page":"227","article-title":"Rhythmic pattern modeling for beat and downbeat tracking in musical audio","author":"krebs","year":"2013","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1525\/mp.2006.24.2.177"},{"key":"ref22","first-page":"486","article-title":"Multi-task learning of tempo and beat: Learning one to improve the other","author":"b\u00f6ck","year":"2019","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-019-00607-x"},{"key":"ref24","first-page":"534","article-title":"ASAP: A dataset of aligned scores and performances for piano transcription","author":"foscarin","year":"0","journal-title":"Proc Int Soc Music Inf Retrieval Conf 2020"},{"key":"ref23","first-page":"649","author":"grosche","year":"2010","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref26","first-page":"157","article-title":"Music understanding at the beat level real-time beat tracking for audio signals","author":"goto","year":"1995","journal-title":"Proc Int Joint Conf Artif Intell Workshop Comput Auditory Scene Anal"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6637607"},{"key":"ref50","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2973795"},{"key":"ref11","first-page":"106","article-title":"Analysis of common design choices in deep learning systems for downbeat tracking","author":"fuentes","year":"2018","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref40","first-page":"423","article-title":"Swing ratio estimation","author":"marchand","year":"2015","journal-title":"Proc Digit Audio Effects"},{"key":"ref12","first-page":"574","article-title":"Deconstruct, analyse, reconstruct: How to improve tempo, beat, and downbeat estimation","author":"b\u00f6ck","year":"2020","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref13","first-page":"216","article-title":"Downbeat tracking with tempo invariant convolutional neural networks","author":"giorgi","year":"2020","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref14","first-page":"409","article-title":"Sesquialtera in the colombian bambuco: Perception and estimation of beat and meter","author":"cano","year":"2020","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref15","first-page":"400","article-title":"Dance beat tracking from visual information alone","author":"pedersoli","year":"0","journal-title":"Proc Int Soc Music Inf Retrieval Conf 2020"},{"key":"ref16","article-title":"Open-unmix - A reference implementation for music source separation","volume":"4","author":"st\u00f6ter","year":"2019","journal-title":"Open Source Software"},{"key":"ref17","article-title":"Spleeter: A fast and state-of-the art music source separation tool with pre-trained models","volume":"5","author":"hennequin","year":"2020","journal-title":"Open Source Software"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/655"},{"key":"ref19","first-page":"1","article-title":"Mixing-specific data augmentation techniques for improved blind violin\/piano source separation","author":"chiu","year":"2020","journal-title":"Proc IEEE 22nd Int Workshop Multimedia Signal Process"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2012.2205244"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2010.2102018"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2018.2869928"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2623565"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413671"},{"key":"ref7","first-page":"93","article-title":"An online tempo tracker for automatic accompaniment based on audio-to-audio alignment and beat tracking","author":"burloiu","year":"2016","journal-title":"Proc Sound Music Comput Conf"},{"key":"ref49","first-page":"1","article-title":"Temporal convolutional networks for musical audio beat tracking","author":"davies","year":"2019","journal-title":"Proc 27th Eur Signal Process Conf"},{"key":"ref9","first-page":"255","article-title":"Joint beat and downbeat tracking with recurrent neural networks","author":"b\u00f6ck","year":"2016","journal-title":"&#x201D; Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref46","first-page":"169","article-title":"One in the jungle: Downbeat detection in hardcore, jungle, and drum and bass","author":"hockman","year":"2012","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1017\/S026114301000067X"},{"key":"ref48","first-page":"367","article-title":"mir_eval: A transparent implementation of common mir metrics","author":"raffel","year":"2014","journal-title":"Proc Int Soc Music Inf Retrieval Conf"},{"key":"ref47","first-page":"9597","article-title":"Lookahead optimizer: $k$ steps forward, 1 step back","author":"zhang","year":"2019","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref42","first-page":"5217","article-title":"A supervised approach to hierarchical metrical cycle tracking from audio music recordings","author":"a","year":"2014","journal-title":"Proc IEEE Int Conf Acoust Speech Signal Process"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2002.800560"},{"key":"ref44","first-page":"1","article-title":"Automatic chord recognition based on the probabilistic modeling of diatonic modal harmony","author":"giorgi","year":"2013","journal-title":"Proc 8th Int Workshop Multidimensional Syst"},{"key":"ref43","article-title":"Evaluation methods for musical audio beat tracking algorithms","author":"davies","year":"2009"}],"container-title":["IEEE Signal Processing Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/97\/9325893\/09442888.pdf?arnumber=9442888","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T20:50:25Z","timestamp":1635281425000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9442888\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/lsp.2021.3084504","relation":{},"ISSN":["1070-9908","1558-2361"],"issn-type":[{"value":"1070-9908","type":"print"},{"value":"1558-2361","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}