{"id":"https://openalex.org/W2159934994","doi":"https://doi.org/10.1186/1687-6180-2011-21","title":"Intelligent query by humming system based on score level fusion of multiple classifiers","display_name":"Intelligent query by humming system based on score level fusion of multiple classifiers","publication_year":2011,"publication_date":"2011-07-14","ids":{"openalex":"https://openalex.org/W2159934994","doi":"https://doi.org/10.1186/1687-6180-2011-21","mag":"2159934994"},"language":"en","primary_location":{"id":"doi:10.1186/1687-6180-2011-21","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2011-21","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2011-21","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2011-21","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039200055","display_name":"Gi Pyo Nam","orcid":"https://orcid.org/0000-0002-3383-7806"},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gi Pyo Nam","raw_affiliation_strings":["Division of Electronics and Electrical Engineering, Dongguk University, 26, Pil-dong 3-ga, Chung-gu, Seoul, Republic of Korea","Division of Electronics and Electrical Engineering, Dongguk University, Chung-gu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electronics and Electrical Engineering, Dongguk University, 26, Pil-dong 3-ga, Chung-gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Division of Electronics and Electrical Engineering, Dongguk University, Chung-gu, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005949144","display_name":"Thi Thu Trang Luong","orcid":null},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Thi Thu Trang Luong","raw_affiliation_strings":["Division of Electronics and Electrical Engineering, Dongguk University, 26, Pil-dong 3-ga, Chung-gu, Seoul, Republic of Korea","Division of Electronics and Electrical Engineering, Dongguk University, Chung-gu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electronics and Electrical Engineering, Dongguk University, 26, Pil-dong 3-ga, Chung-gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Division of Electronics and Electrical Engineering, Dongguk University, Chung-gu, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109250092","display_name":"Hyun Ha Nam","orcid":null},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun Ha Nam","raw_affiliation_strings":["Division of Electronics and Electrical Engineering, Dongguk University, 26, Pil-dong 3-ga, Chung-gu, Seoul, Republic of Korea","Division of Electronics and Electrical Engineering, Dongguk University, Chung-gu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electronics and Electrical Engineering, Dongguk University, 26, Pil-dong 3-ga, Chung-gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Division of Electronics and Electrical Engineering, Dongguk University, Chung-gu, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083173630","display_name":"Kang Ryoung Park","orcid":"https://orcid.org/0000-0002-1214-9510"},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kang Ryoung Park","raw_affiliation_strings":["Division of Electronics and Electrical Engineering, Dongguk University, 26, Pil-dong 3-ga, Chung-gu, Seoul, Republic of Korea","Division of Electronics and Electrical Engineering, Dongguk University, Chung-gu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electronics and Electrical Engineering, Dongguk University, 26, Pil-dong 3-ga, Chung-gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Division of Electronics and Electrical Engineering, Dongguk University, Chung-gu, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102854314","display_name":"Sung\u2010Joo Park","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]},{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Sung-Joo Park","raw_affiliation_strings":["Digital Media Research Center, Korea Electronics Technology Institute, 9FL, Electronics Center, #1599, Sangam-dong, Mapo-gu, Seoul, Republic of Korea","Digital Media Research Center, Korea Electronics Technology Institute, Mapo-gu, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Digital Media Research Center, Korea Electronics Technology Institute, 9FL, Electronics Center, #1599, Sangam-dong, Mapo-gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210131650","https://openalex.org/I2818286"]},{"raw_affiliation_string":"Digital Media Research Center, Korea Electronics Technology Institute, Mapo-gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083173630"],"corresponding_institution_ids":["https://openalex.org/I205490536"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":2.1436,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88695189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2011","issue":"1","first_page":null,"last_page":null},"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/T10860","display_name":"Speech and Audio Processing","score":0.9980000257492065,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8074318766593933},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.7635309100151062},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5198012590408325},{"id":"https://openalex.org/keywords/hum","display_name":"Hum","score":0.5123277902603149},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4914342164993286},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4846092164516449},{"id":"https://openalex.org/keywords/prosody","display_name":"Prosody","score":0.47277191281318665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.447714239358902},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4398157298564911},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.43491148948669434},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4331715703010559},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.42668387293815613},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26597166061401367},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1108400821685791}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8074318766593933},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.7635309100151062},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5198012590408325},{"id":"https://openalex.org/C23161992","wikidata":"https://www.wikidata.org/wiki/Q2922301","display_name":"Hum","level":3,"score":0.5123277902603149},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4914342164993286},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4846092164516449},{"id":"https://openalex.org/C542774811","wikidata":"https://www.wikidata.org/wiki/Q10880526","display_name":"Prosody","level":2,"score":0.47277191281318665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.447714239358902},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4398157298564911},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.43491148948669434},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4331715703010559},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.42668387293815613},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26597166061401367},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1108400821685791},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C554144382","wikidata":"https://www.wikidata.org/wiki/Q213156","display_name":"Performance art","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/1687-6180-2011-21","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2011-21","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2011-21","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/1687-6180-2011-21","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2011-21","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2011-21","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321640","display_name":"Ministry of Knowledge Economy","ror":"https://ror.org/008nkqk13"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2159934994.pdf","grobid_xml":"https://content.openalex.org/works/W2159934994.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W109697837","https://openalex.org/W188196595","https://openalex.org/W1551614667","https://openalex.org/W1557928591","https://openalex.org/W1564966183","https://openalex.org/W1805888261","https://openalex.org/W1898148233","https://openalex.org/W1964219887","https://openalex.org/W1983782701","https://openalex.org/W2024475670","https://openalex.org/W2027518030","https://openalex.org/W2099001086","https://openalex.org/W2117548007","https://openalex.org/W2136461127","https://openalex.org/W2141525662","https://openalex.org/W2141620828","https://openalex.org/W2142669986","https://openalex.org/W2146324387","https://openalex.org/W2540368703","https://openalex.org/W2571123087","https://openalex.org/W4213233033","https://openalex.org/W4236844765","https://openalex.org/W4285719527","https://openalex.org/W6731425869"],"related_works":["https://openalex.org/W4244401456","https://openalex.org/W2030799363","https://openalex.org/W2950183183","https://openalex.org/W4253003836","https://openalex.org/W2341338763","https://openalex.org/W2612570103","https://openalex.org/W2288425735","https://openalex.org/W2349923317","https://openalex.org/W2894081631","https://openalex.org/W2006068780"],"abstract_inverted_index":{"Abstract":[0],"Recently,":[1],"the":[2,22,41,48,52,83,95,135,144,149,162,173,176],"necessity":[3],"for":[4],"content-based":[5],"music":[6],"retrieval":[7],"that":[8,172,182],"can":[9],"return":[10],"results":[11,160],"even":[12],"if":[13],"a":[14,77],"user":[15,42],"does":[16],"not":[17],"know":[18],"information":[19],"such":[20],"as":[21,38,131],"title":[23],"or":[24],"singer":[25],"has":[26],"increased.":[27],"Query-by-humming":[28],"(QBH)":[29],"systems":[30],"have":[31,58,65],"been":[32,59],"introduced":[33],"to":[34,43,50,154],"address":[35],"this":[36],"need,":[37],"they":[39],"allow":[40],"simply":[44],"hum":[45],"snatches":[46],"of":[47,87,137,175,183],"tune":[49],"find":[51],"right":[53],"song.":[54],"Even":[55],"though":[56],"there":[57],"many":[60],"studies":[61],"on":[62,70,82,143],"QBH,":[63],"few":[64],"combined":[66],"multiple":[67,88],"classifiers":[68,101,141],"based":[69,81,142],"various":[71],"fusion":[72,86,147,188],"methods.":[73,189],"Here":[74],"we":[75],"propose":[76],"new":[78],"QBH":[79],"system":[80],"score":[84,145],"level":[85,146],"classifiers.":[89],"This":[90],"research":[91],"is":[92,152,179],"novel":[93],"in":[94],"following":[96],"three":[97,99],"respects:":[98],"local":[100,118,138],"[quantized":[102],"binary":[103],"(QB)":[104],"code-based":[105],"linear":[106],"scaling":[107],"(LS),":[108],"pitch-based":[109],"dynamic":[110],"time":[111],"warping":[112],"(DTW),":[113],"and":[114,120,124,134,139,166,186],"LS]":[115],"are":[116,129],"employed;":[117],"maximum":[119],"minimum":[121],"point-based":[122],"LS":[123,128],"pitch":[125],"distribution":[126],"feature-based":[127],"used":[130,153],"global":[132,140],"classifiers;":[133],"combination":[136],"by":[148],"PRODUCT":[150],"rule":[151],"achieve":[155],"enhanced":[156],"matching":[157],"accuracy.":[158],"Experimental":[159],"with":[161],"2006":[163],"MIREX":[164],"QBSH":[165],"2009":[167],"MIR-QBSH":[168],"corpus":[169],"databases":[170],"show":[171],"performance":[174],"proposed":[177],"method":[178],"better":[180],"than":[181],"single":[184],"classifier":[185],"other":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
