{"id":"https://openalex.org/W2900266038","doi":"https://doi.org/10.1109/tmm.2018.2879750","title":"Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection","display_name":"Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection","publication_year":2018,"publication_date":"2018-11-05","ids":{"openalex":"https://openalex.org/W2900266038","doi":"https://doi.org/10.1109/tmm.2018.2879750","mag":"2900266038"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2018.2879750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2879750","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5091584895","display_name":"Xianjun Xia","orcid":"https://orcid.org/0000-0001-5277-6634"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Xianjun Xia","raw_affiliation_strings":["School of Electrical, Electronic and Computer Engineering, The University of Western Australia, Perth, WA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, The University of Western Australia, Perth, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017213156","display_name":"Roberto Togneri","orcid":"https://orcid.org/0000-0002-3778-4633"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roberto Togneri","raw_affiliation_strings":["School of Electrical, Electronic and Computer Engineering, The University of Western Australia, Perth, WA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, The University of Western Australia, Perth, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002219416","display_name":"Ferdous Sohel","orcid":"https://orcid.org/0000-0003-1557-4907"},"institutions":[{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ferdous Sohel","raw_affiliation_strings":["School of Engineering and Information Technology, Murdoch University, Murdoch, WA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Murdoch University, Murdoch, WA, Australia","institution_ids":["https://openalex.org/I176790772"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088212422","display_name":"Defeng Huang","orcid":"https://orcid.org/0000-0002-1431-8859"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Defeng Huang","raw_affiliation_strings":["School of Electrical, Electronic and Computer Engineering, The University of Western Australia, Perth, WA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, The University of Western Australia, Perth, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091584895"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":null,"apc_paid":null,"fwci":4.3117,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.95369106,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"21","issue":"6","first_page":"1359","last_page":"1371"},"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":0.9955999851226807,"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":0.9735000133514404,"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":0.788258969783783},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7694181203842163},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6744706630706787},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6010704636573792},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.561677873134613},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5521555542945862},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5431628823280334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5340548753738403},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.42683854699134827},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.14628782868385315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.788258969783783},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7694181203842163},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6744706630706787},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6010704636573792},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.561677873134613},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5521555542945862},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5431628823280334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5340548753738403},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.42683854699134827},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.14628782868385315},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tmm.2018.2879750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2879750","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/47f98bbf-d4bd-4512-b759-90d9a8ffb5d3","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/47f98bbf-d4bd-4512-b759-90d9a8ffb5d3","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Xia , X , Togneri , R , Sohel , F & Huang , D 2019 , ' Auxiliary Classifier Generative Adversarial Network with Soft Labels in Imbalanced Acoustic Event Detection ' , IEEE Transactions on Multimedia , vol. 21 , no. 6 , 8523637 , pp. 1359-1371 . https://doi.org/10.1109/TMM.2018.2879750","raw_type":"article"},{"id":"pmh:oai:researchrepository.murdoch.edu.au:42688","is_oa":false,"landing_page_url":"https://researchrepository.murdoch.edu.au/id/eprint/42688/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400274","display_name":"Murdoch Research Repository (Murdoch University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I176790772","host_organization_name":"Murdoch University","host_organization_lineage":["https://openalex.org/I176790772"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"  Xia, X., Togneri, R., Sohel, F. <https://researchrepository.murdoch.edu.au/view/author/Sohel, Ferdous.html> and Huang, D.   (2018)  Auxiliary classifier generative adversarial network with soft labels in imbalanced acoustic event detection.    IEEE Transactions on Multimedia, 21  (6).   pp. 1359-1371.  ","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1650531274","https://openalex.org/W1665214252","https://openalex.org/W1900086069","https://openalex.org/W1909320841","https://openalex.org/W1930223417","https://openalex.org/W1959608418","https://openalex.org/W2065529590","https://openalex.org/W2083181815","https://openalex.org/W2086384421","https://openalex.org/W2090088747","https://openalex.org/W2093328288","https://openalex.org/W2105068979","https://openalex.org/W2132083787","https://openalex.org/W2134426937","https://openalex.org/W2160815625","https://openalex.org/W2341412280","https://openalex.org/W2342547278","https://openalex.org/W2401353841","https://openalex.org/W2406600653","https://openalex.org/W2408239454","https://openalex.org/W2509065397","https://openalex.org/W2525778437","https://openalex.org/W2560096627","https://openalex.org/W2591013610","https://openalex.org/W2622742434","https://openalex.org/W2687693326","https://openalex.org/W2752592287","https://openalex.org/W2752693731","https://openalex.org/W2763761345","https://openalex.org/W2768754472","https://openalex.org/W2770173563","https://openalex.org/W2771361008","https://openalex.org/W2775505379","https://openalex.org/W2794821752","https://openalex.org/W2891621134","https://openalex.org/W2950776302","https://openalex.org/W2951523806","https://openalex.org/W2962949934","https://openalex.org/W2963373786","https://openalex.org/W2963446712","https://openalex.org/W2963684088","https://openalex.org/W2963723765","https://openalex.org/W3098357269","https://openalex.org/W4297663084","https://openalex.org/W4320013936","https://openalex.org/W6621378261","https://openalex.org/W6631190155","https://openalex.org/W6637242042","https://openalex.org/W6639732818","https://openalex.org/W6640963894","https://openalex.org/W6685352114","https://openalex.org/W6704490260","https://openalex.org/W6718362372","https://openalex.org/W6718379498","https://openalex.org/W6727690538","https://openalex.org/W6729482032","https://openalex.org/W6739564277","https://openalex.org/W6740327194","https://openalex.org/W6744964450","https://openalex.org/W6745214240","https://openalex.org/W6746494742","https://openalex.org/W6746638498"],"related_works":["https://openalex.org/W4220812973","https://openalex.org/W3156291593","https://openalex.org/W3198184493","https://openalex.org/W3004372499","https://openalex.org/W2972144487","https://openalex.org/W4300176179","https://openalex.org/W4297742296","https://openalex.org/W2781758978","https://openalex.org/W2901368259","https://openalex.org/W2963165363"],"abstract_inverted_index":{"In":[0],"acoustic":[1,10,40,48,65,83,88,149],"event":[2,49,84,89,150],"detection,":[3],"the":[4,25,31,47,54,59,62,67,69,76,82,87,92,99,103,120,126,135,139,143],"training":[5,27,115],"data":[6,28],"size":[7],"of":[8,39,61,114,142],"some":[9],"events":[11,41],"is":[12,57],"often":[13],"small":[14],"and":[15,91,129],"imbalanced.":[16],"To":[17],"deal":[18],"with":[19,81],"this,":[20],"this":[21],"paper":[22],"proposes":[23],"generating":[24],"virtual":[26],"categorically":[29],"using":[30],"auxiliary":[32,104],"classifier":[33,105],"generative":[34,106],"adversarial":[35,107],"networks.":[36],"Soft":[37],"labels":[38,78,95],"are":[42,96],"first":[43],"calculated":[44],"to":[45,58,102,109,147],"represent":[46],"localization":[50],"information.":[51],"The":[52],"closer":[53],"current":[55],"frame":[56],"middle":[60],"manually":[63],"labeled":[64],"event,":[66],"higher":[68],"soft":[70,77,94],"label":[71],"will":[72],"be,":[73],"which":[74],"makes":[75],"positively":[79],"correlated":[80],"localization.":[85],"Then,":[86],"class":[90],"quantized":[93],"used":[97],"as":[98],"input":[100],"condition":[101],"networks":[108],"generate":[110],"an":[111],"arbitrary":[112],"number":[113],"samples.":[116],"Experimental":[117],"results":[118],"on":[119],"TUT":[121,130],"Sound":[122,131],"Event":[123,132],"2016":[124],"under":[125,134],"home":[127],"environment":[128,137],"2017":[133],"street":[136],"demonstrate":[138],"improved":[140],"performance":[141],"proposed":[144],"technique":[145],"compared":[146],"existing":[148],"detection":[151],"systems.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":7}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}