{"id":"https://openalex.org/W2093373070","doi":"https://doi.org/10.1109/icspcs.2012.6508020","title":"Automatic Han Chinese folk song classification using the musical feature density map","display_name":"Automatic Han Chinese folk song classification using the musical feature density map","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W2093373070","doi":"https://doi.org/10.1109/icspcs.2012.6508020","mag":"2093373070"},"language":"en","primary_location":{"id":"doi:10.1109/icspcs.2012.6508020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcs.2012.6508020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th International Conference on Signal Processing and Communication Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050470264","display_name":"Suisin Khoo","orcid":null},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Suisin Khoo","raw_affiliation_strings":["Faculty of Engineering and Industrial Sciences, Swinburne University of Technology, VIC 3122, Australia","Faculty of Engineering & Industrial Sciences, Swinburne University of Technology, VIC, 3122, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Industrial Sciences, Swinburne University of Technology, VIC 3122, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"Faculty of Engineering & Industrial Sciences, Swinburne University of Technology, VIC, 3122, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036553343","display_name":"Zhihong Man","orcid":"https://orcid.org/0000-0002-8338-2125"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhihong Man","raw_affiliation_strings":["Faculty of Engineering and Industrial Sciences, Swinburne University of Technology, VIC 3122, Australia","Faculty of Engineering & Industrial Sciences, Swinburne University of Technology, VIC, 3122, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Industrial Sciences, Swinburne University of Technology, VIC 3122, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"Faculty of Engineering & Industrial Sciences, Swinburne University of Technology, VIC, 3122, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038649156","display_name":"Zhenwei Cao","orcid":"https://orcid.org/0000-0002-6910-7346"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhenwei Cao","raw_affiliation_strings":["Faculty of Engineering and Industrial Sciences, Swinburne University of Technology, VIC 3122, Australia","Faculty of Engineering & Industrial Sciences, Swinburne University of Technology, VIC, 3122, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Industrial Sciences, Swinburne University of Technology, VIC 3122, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"Faculty of Engineering & Industrial Sciences, Swinburne University of Technology, VIC, 3122, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9783999919891357,"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/T13996","display_name":"Diverse Musicological Studies","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/melody","display_name":"Melody","score":0.8233441114425659},{"id":"https://openalex.org/keywords/folk-song","display_name":"Folk song","score":0.7524715065956116},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5957151055335999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5891871452331543},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.574366569519043},{"id":"https://openalex.org/keywords/folk-music","display_name":"Folk music","score":0.5477464199066162},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5442185997962952},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5410150289535522},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.5087130665779114},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.479692667722702},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45033130049705505},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4459435045719147},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42637455463409424},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3380489945411682},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.16187036037445068},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.1284635066986084},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.08272221684455872}],"concepts":[{"id":"https://openalex.org/C43803900","wikidata":"https://www.wikidata.org/wiki/Q170412","display_name":"Melody","level":3,"score":0.8233441114425659},{"id":"https://openalex.org/C2992446111","wikidata":"https://www.wikidata.org/wiki/Q43343","display_name":"Folk song","level":2,"score":0.7524715065956116},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5957151055335999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5891871452331543},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.574366569519043},{"id":"https://openalex.org/C2991805854","wikidata":"https://www.wikidata.org/wiki/Q43343","display_name":"Folk music","level":3,"score":0.5477464199066162},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5442185997962952},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5410150289535522},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.5087130665779114},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.479692667722702},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45033130049705505},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4459435045719147},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42637455463409424},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3380489945411682},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.16187036037445068},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.1284635066986084},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.08272221684455872},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icspcs.2012.6508020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcs.2012.6508020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th International Conference on Signal Processing and Communication Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:3ef7ecad-1e8d-462d-b800-d54017f7f900/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/355067","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"6th International Conference on Signal Processing and Communication Systems (ICSPCS 2012), Gold Coast, Queensland, Australia, 12-14 December 2012","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"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":17,"referenced_works":["https://openalex.org/W131293899","https://openalex.org/W171614632","https://openalex.org/W209335493","https://openalex.org/W1561204075","https://openalex.org/W1584215357","https://openalex.org/W1801907668","https://openalex.org/W2111072639","https://openalex.org/W2133824856","https://openalex.org/W2137983211","https://openalex.org/W2154852616","https://openalex.org/W2160436892","https://openalex.org/W2327026693","https://openalex.org/W4285719527","https://openalex.org/W6605236737","https://openalex.org/W6606999513","https://openalex.org/W6633497661","https://openalex.org/W6638230657"],"related_works":["https://openalex.org/W2352443641","https://openalex.org/W1965268152","https://openalex.org/W2378020481","https://openalex.org/W2387176079","https://openalex.org/W4323350566","https://openalex.org/W2334716640","https://openalex.org/W2379279603","https://openalex.org/W2356455857","https://openalex.org/W2370330601","https://openalex.org/W2977249795"],"abstract_inverted_index":{"Automatic":[0],"music":[1,57],"classification":[2,21,100],"has":[3],"received":[4],"increased":[5],"attention":[6],"during":[7],"the":[8,20,42,47,74,90,103,108],"past":[9],"decade.":[10],"A":[11,60],"system":[12],"employing":[13],"artificial":[14],"neural":[15],"network":[16],"(ANN)":[17],"techniques":[18],"for":[19,83],"of":[22,33,46,56,107],"Han":[23,34],"Chinese":[24,35],"folk":[25,36,48,81],"songs":[26,37],"is":[27,70],"presented":[28],"in":[29],"this":[30],"paper.":[31],"Melodies":[32],"are":[38,58],"machine-classified":[39],"according":[40],"to":[41,72],"different":[43],"geographical":[44],"region":[45],"song's":[49],"origin.":[50],"Both":[51],"audio":[52],"and":[53],"symbolic":[54,75,111],"representations":[55],"studied.":[59],"novel":[61],"encoding":[62],"method":[63],"called":[64],"musical":[65,76],"feature":[66],"density":[67],"map":[68],"(MFDMap)":[69],"proposed":[71],"encode":[73],"features":[77],"extracted":[78],"from":[79],"each":[80],"song":[82],"machine":[84,94],"classification.":[85],"Our":[86],"simulations":[87],"demonstrate":[88],"that":[89],"regularized":[91],"extreme":[92],"learning":[93],"(R-ELM)":[95],"classifier":[96],"can":[97],"achieve":[98],"72%":[99],"accuracy":[101],"using":[102],"MFDMap":[104],"with":[105],"three":[106],"four":[109],"suggested":[110],"features.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}