{"id":"https://openalex.org/W2936217452","doi":"https://doi.org/10.1109/icassp.2019.8682870","title":"A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning","display_name":"A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning","publication_year":2019,"publication_date":"2019-04-17","ids":{"openalex":"https://openalex.org/W2936217452","doi":"https://doi.org/10.1109/icassp.2019.8682870","mag":"2936217452"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2019.8682870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8682870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021235229","display_name":"Magdalena Fuentes","orcid":"https://orcid.org/0000-0003-4506-6639"},"institutions":[{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Magdalena Fuentes","raw_affiliation_strings":["LTCIT, \u00e9l\u00e9com ParisTech, Univ. Paris-Saclay","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"LTCIT, \u00e9l\u00e9com ParisTech, Univ. Paris-Saclay","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I190752583"]},{"raw_affiliation_string":"L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010404092","display_name":"Brian McFee","orcid":"https://orcid.org/0000-0001-6261-9747"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian McFee","raw_affiliation_strings":["Center for Data Science, New York University","NYU - New York University [New York] (70 Washington Square South, New York, NY 10012 - United States)"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, New York University","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"NYU - New York University [New York] (70 Washington Square South, New York, NY 10012 - United States)","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111142535","display_name":"H\u00e9l\u00e8ne C. Crayencour","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Helene C. Crayencour","raw_affiliation_strings":["L2S, CNRS-Univ.Paris-Sud-CentraleSup\u00e9lec","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"L2S, CNRS-Univ.Paris-Sud-CentraleSup\u00e9lec","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060031161","display_name":"Slim Essid","orcid":"https://orcid.org/0000-0002-0028-327X"},"institutions":[{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Slim Essid","raw_affiliation_strings":["LTCIT, \u00e9l\u00e9com ParisTech, Univ. Paris-Saclay","LTCI - Laboratoire Traitement et Communication de l'Information (T\u00e9l\u00e9com Paris 19 Place Marguerite Perey 91120 PALAISEAU - France)"],"affiliations":[{"raw_affiliation_string":"LTCIT, \u00e9l\u00e9com ParisTech, Univ. Paris-Saclay","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I190752583"]},{"raw_affiliation_string":"LTCI - Laboratoire Traitement et Communication de l'Information (T\u00e9l\u00e9com Paris 19 Place Marguerite Perey 91120 PALAISEAU - France)","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I12356871"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031398497","display_name":"Juan Pablo Bello","orcid":"https://orcid.org/0000-0001-8561-5204"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I25234659","display_name":"Reinhardt University","ror":"https://ror.org/00vss0n50","country_code":"US","type":"education","lineage":["https://openalex.org/I25234659"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan Pablo Bello","raw_affiliation_strings":["Music and Audio Research Laboratory, New York University","Steinhardt School of Culture, Education, and Human Development (New York - United States)"],"affiliations":[{"raw_affiliation_string":"Music and Audio Research Laboratory, New York University","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Steinhardt School of Culture, Education, and Human Development (New York - United States)","institution_ids":["https://openalex.org/I25234659"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021235229"],"corresponding_institution_ids":["https://openalex.org/I190752583","https://openalex.org/I277688954","https://openalex.org/I4210097418"],"apc_list":null,"apc_paid":null,"fwci":1.6756,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.84384916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2","issue":null,"first_page":"481","last_page":"485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.7594585418701172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6455520987510681},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44921875},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4400781989097595},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37045377492904663},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12395551800727844}],"concepts":[{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.7594585418701172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6455520987510681},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44921875},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4400781989097595},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37045377492904663},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12395551800727844},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2019.8682870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8682870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02420403v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02420403","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. &#x27E8;10.1109/icassp.2019.8682870&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W11703657","https://openalex.org/W89500126","https://openalex.org/W179928807","https://openalex.org/W189514790","https://openalex.org/W1540613698","https://openalex.org/W1568574810","https://openalex.org/W1578141458","https://openalex.org/W1601722049","https://openalex.org/W1766290689","https://openalex.org/W1766987695","https://openalex.org/W2019599312","https://openalex.org/W2066205956","https://openalex.org/W2127959816","https://openalex.org/W2165911145","https://openalex.org/W2169284845","https://openalex.org/W2301283249","https://openalex.org/W2395731347","https://openalex.org/W2396633852","https://openalex.org/W2402118560","https://openalex.org/W2404176928","https://openalex.org/W2405656250","https://openalex.org/W2572771584","https://openalex.org/W2573660531","https://openalex.org/W2577917979","https://openalex.org/W2902458379","https://openalex.org/W6600475410","https://openalex.org/W6607482045","https://openalex.org/W6607642809","https://openalex.org/W6634085146","https://openalex.org/W6634844749","https://openalex.org/W6636060467","https://openalex.org/W6637978217","https://openalex.org/W6637989529","https://openalex.org/W6655383422","https://openalex.org/W6667204674","https://openalex.org/W6678849452","https://openalex.org/W6698056556","https://openalex.org/W6712029882","https://openalex.org/W6712314686","https://openalex.org/W6732361153","https://openalex.org/W6732751110","https://openalex.org/W6756479656"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2356597680","https://openalex.org/W2093471820","https://openalex.org/W50079190","https://openalex.org/W2114846443","https://openalex.org/W3102147106","https://openalex.org/W2347460059","https://openalex.org/W2111726165","https://openalex.org/W1984858032"],"abstract_inverted_index":{"In":[0,43],"recent":[1],"years":[2],"the":[3,13,16,22,100,104,113,123],"task":[4],"of":[5,15,24,39],"downbeat":[6,63,75,133],"tracking":[7,76],"has":[8,18],"received":[9],"increasing":[10],"attention":[11],"and":[12,85,97,130],"state":[14],"art":[17],"been":[19],"improved":[20],"with":[21,92],"introduction":[23],"deep":[25],"learning":[26],"methods.":[27],"Among":[28],"proposed":[29],"solutions,":[30],"existing":[31],"systems":[32],"exploit":[33],"short-term":[34],"musical":[35,55],"rules":[36],"as":[37],"part":[38],"their":[40],"language":[41,72,124],"modelling.":[42],"this":[44,90],"work":[45],"we":[46,98],"show":[47,117],"in":[48,57,82,122],"an":[49,83],"oracle":[50],"scenario":[51],"how":[52],"including":[53],"longer-term":[54],"rules,":[56],"particular":[58],"music":[59],"structure,":[60],"can":[61],"enhance":[62],"estimation.":[64],"We":[65,88],"introduce":[66],"a":[67,93],"skip-chain":[68],"conditional":[69],"random":[70],"field":[71],"model":[73,91,125],"for":[74],"designed":[77],"to":[78,103,127],"include":[79],"section":[80],"information":[81,121],"unified":[84],"flexible":[86],"framework.":[87],"combine":[89],"state-of-the-art":[94],"convolutional-recurrent":[95],"network":[96],"contrast":[99],"system\u2019s":[101],"performance":[102],"commonly":[105],"used":[106],"Bar":[107],"Pointer":[108],"model.":[109],"Our":[110],"experiments":[111],"on":[112],"popular":[114],"Beatles":[115],"dataset":[116],"that":[118],"incorporating":[119],"structure":[120],"leads":[126],"more":[128,131],"consistent":[129],"robust":[132],"estimations.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
