{"id":"https://openalex.org/W2106326596","doi":"https://doi.org/10.1109/tasl.2010.2090148","title":"Time Series Models for Semantic Music Annotation","display_name":"Time Series Models for Semantic Music Annotation","publication_year":2010,"publication_date":"2010-11-09","ids":{"openalex":"https://openalex.org/W2106326596","doi":"https://doi.org/10.1109/tasl.2010.2090148","mag":"2106326596"},"language":"en","primary_location":{"id":"doi:10.1109/tasl.2010.2090148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tasl.2010.2090148","pdf_url":null,"source":{"id":"https://openalex.org/S199497470","display_name":"IEEE Transactions on Audio Speech and Language Processing","issn_l":"1558-7916","issn":["1558-7916","1558-7924"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Audio, Speech, and Language Processing","raw_type":"journal-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/A5041981312","display_name":"Emanuele Coviello","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emanuele Coviello","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, San Diego, USA","Dept. of Electr. & Comput. Eng., Univ. of California at San Diego, La Jolla, CA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Univ. of California at San Diego, La Jolla, CA, USA#TAB#","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065680386","display_name":"Antoni B. Chan","orcid":"https://orcid.org/0000-0002-2886-2513"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Antoni B. Chan","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, China","Department of Computer Science,City University of Hong Kong, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Computer Science,City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003709708","display_name":"Gert Lanckriet","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gert Lanckriet","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, San Diego, USA","Dept. of Electr. & Comput. Eng., Univ. of California at San Diego, La Jolla, CA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Univ. of California at San Diego, La Jolla, CA, USA#TAB#","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.6683,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.98331501,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":"5","first_page":"1343","last_page":"1359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"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":1.0,"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":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9879999756813049,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7596027851104736},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.6564173698425293},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5458363890647888},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5325599908828735},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5282154083251953},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.49932861328125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4817535877227783},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4519942104816437},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.45050644874572754},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43548861145973206},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4059120714664459},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32962265610694885},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.2866148054599762}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7596027851104736},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6564173698425293},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5458363890647888},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5325599908828735},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5282154083251953},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.49932861328125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4817535877227783},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4519942104816437},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.45050644874572754},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43548861145973206},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4059120714664459},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32962265610694885},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.2866148054599762},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tasl.2010.2090148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tasl.2010.2090148","pdf_url":null,"source":{"id":"https://openalex.org/S199497470","display_name":"IEEE Transactions on Audio Speech and Language Processing","issn_l":"1558-7916","issn":["1558-7916","1558-7924"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.226.4079","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.226.4079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cosmal.ucsd.edu/cal/pubs/TimeSeriesModelsforSemanticMusicAnnotation.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.297.110","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.297.110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cosmal.ucsd.edu/~gert/papers/tsm_sma.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W15066456","https://openalex.org/W48943499","https://openalex.org/W131293899","https://openalex.org/W161183367","https://openalex.org/W168014444","https://openalex.org/W190117771","https://openalex.org/W190299453","https://openalex.org/W304861154","https://openalex.org/W1502275556","https://openalex.org/W1531663008","https://openalex.org/W1537603892","https://openalex.org/W1562529351","https://openalex.org/W1963718895","https://openalex.org/W2033178790","https://openalex.org/W2046390908","https://openalex.org/W2049633694","https://openalex.org/W2083383166","https://openalex.org/W2098054369","https://openalex.org/W2102741406","https://openalex.org/W2105795585","https://openalex.org/W2107325422","https://openalex.org/W2108672713","https://openalex.org/W2112861900","https://openalex.org/W2113229563","https://openalex.org/W2116373735","https://openalex.org/W2117138194","https://openalex.org/W2125238156","https://openalex.org/W2130865646","https://openalex.org/W2133824856","https://openalex.org/W2133999183","https://openalex.org/W2140013053","https://openalex.org/W2142172505","https://openalex.org/W2146632282","https://openalex.org/W2160560153","https://openalex.org/W2162124943","https://openalex.org/W2162616721","https://openalex.org/W2165320163","https://openalex.org/W2171841298","https://openalex.org/W2187089797","https://openalex.org/W2539879360","https://openalex.org/W2912155302","https://openalex.org/W4254375519","https://openalex.org/W6600593648","https://openalex.org/W6602025118","https://openalex.org/W6605236737","https://openalex.org/W6606613475","https://openalex.org/W6606757885","https://openalex.org/W6607690849","https://openalex.org/W6607765636","https://openalex.org/W6629949262","https://openalex.org/W6631829595","https://openalex.org/W6632423696","https://openalex.org/W6676823600","https://openalex.org/W6680873201","https://openalex.org/W6681980626","https://openalex.org/W6683737379","https://openalex.org/W6683889009"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W2280377497","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W3174044702","https://openalex.org/W2967848559","https://openalex.org/W4283803360"],"abstract_inverted_index":{"Many":[0],"state-of-the-art":[1],"systems":[2],"for":[3,110],"automatic":[4,35],"music":[5,8,36,136],"tagging":[6],"model":[7,59,68,91],"based":[9,62],"on":[10,63],"bag-of-features":[11],"representations":[12],"which":[13],"give":[14],"little":[15],"or":[16],"no":[17],"account":[18],"of":[19,25,69,80,85,135],"temporal":[20,42,93,140],"dynamics,":[21],"a":[22,31,55,64,86,102,128],"key":[23],"characteristic":[24,92],"the":[26,70,83,99,117,133],"audio":[27,81],"signal.":[28],"We":[29],"describe":[30],"novel":[32],"approach":[33,53],"to":[34,115],"annotation":[37],"and":[38,95,105],"retrieval":[39],"that":[40,60],"captures":[41],"(e.g.,":[43],"rhythmical)":[44],"aspects":[45],"as":[46,48,82],"well":[47],"timbral":[49,96],"content.":[50],"The":[51],"proposed":[52,57],"leverages":[54],"recently":[56],"song":[58],"is":[61,113],"generative":[65],"time":[66],"series":[67],"musical":[71],"content-the":[72],"dynamic":[73],"texture":[74],"mixture":[75],"(DTM)":[76],"model-that":[77],"treats":[78],"fragments":[79],"output":[84],"linear":[87],"dynamical":[88],"system.":[89],"To":[90],"dynamics":[94],"content":[97],"at":[98],"tag":[100],"level,":[101],"novel,":[103],"efficient,":[104],"hierarchical":[106],"expectation-maximization":[107],"(EM)":[108],"algorithm":[109],"DTM":[111],"(HEM-DTM)":[112],"used":[114],"summarize":[116],"common":[118],"information":[119],"shared":[120],"by":[121],"DTMs":[122],"modeling":[123,139],"individual":[124],"songs":[125],"associated":[126],"with":[127],"tag.":[129],"Experiments":[130],"show":[131],"learning":[132],"semantics":[134],"benefits":[137],"from":[138],"dynamics.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}