{"id":"https://openalex.org/W4390918505","doi":"https://doi.org/10.1007/s00521-023-09361-8","title":"NeuProNet: neural profiling networks for sound classification","display_name":"NeuProNet: neural profiling networks for sound classification","publication_year":2024,"publication_date":"2024-01-16","ids":{"openalex":"https://openalex.org/W4390918505","doi":"https://doi.org/10.1007/s00521-023-09361-8"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-09361-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09361-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09361-8.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"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":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09361-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113030784","display_name":"Khanh-Tung Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khanh-Tung Tran","raw_affiliation_strings":["AI Center, FPT Software Company Limited, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"AI Center, FPT Software Company Limited, Hanoi, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028720787","display_name":"Xuan-Son Vu","orcid":"https://orcid.org/0000-0001-8820-2405"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Xuan-Son Vu","raw_affiliation_strings":["Department of Computing Science, Ume\u00e5 University, Ume\u00e5, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science, Ume\u00e5 University, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049989490","display_name":"Khuong Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khuong Nguyen","raw_affiliation_strings":["AI Center, FPT Software Company Limited, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"AI Center, FPT Software Company Limited, Hanoi, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101843337","display_name":"Hoang D. Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Hoang D. Nguyen","raw_affiliation_strings":["School of Computer Science and Information Technology, University College Cork, Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Technology, University College Cork, Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101843337"],"corresponding_institution_ids":["https://openalex.org/I27577105"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":2.528,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89334038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"36","issue":"11","first_page":"5873","last_page":"5887"},"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":0.9994999766349792,"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":0.9818999767303467,"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/profiling","display_name":"Profiling (computer programming)","score":0.8705542683601379},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.826744019985199},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7692116498947144},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.7016024589538574},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6574797630310059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6305202841758728},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.6095225811004639},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.5664668679237366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5663774013519287},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5243709087371826},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43612197041511536},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33099135756492615}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.8705542683601379},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.826744019985199},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7692116498947144},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.7016024589538574},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6574797630310059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6305202841758728},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.6095225811004639},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5664668679237366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5663774013519287},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5243709087371826},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43612197041511536},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33099135756492615},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-023-09361-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09361-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09361-8.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"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":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:umu-220001","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-220001","pdf_url":"https://umu.diva-portal.org/smash/get/diva2:1833137/FULLTEXT02","source":{"id":"https://openalex.org/S4306400361","display_name":"DiVA at Ume\u00e5 University (Ume\u00e5 University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I90267481","host_organization_name":"Ume\u00e5 University","host_organization_lineage":["https://openalex.org/I90267481"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"}],"best_oa_location":{"id":"doi:10.1007/s00521-023-09361-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09361-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09361-8.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"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":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320863","display_name":"University College Cork","ror":"https://ror.org/03265fv13"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390918505.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W2038484192","https://openalex.org/W2131030868","https://openalex.org/W2194775991","https://openalex.org/W2676925568","https://openalex.org/W2770896033","https://openalex.org/W2904809000","https://openalex.org/W2930404102","https://openalex.org/W2936774411","https://openalex.org/W2937047963","https://openalex.org/W2939210609","https://openalex.org/W2951942899","https://openalex.org/W3015034944","https://openalex.org/W3093051361","https://openalex.org/W3094144570","https://openalex.org/W3095616795","https://openalex.org/W3105837102","https://openalex.org/W3158553615","https://openalex.org/W3164035722","https://openalex.org/W3169022486","https://openalex.org/W3172353912","https://openalex.org/W3175510762","https://openalex.org/W3188566655","https://openalex.org/W3196974791","https://openalex.org/W3197227964","https://openalex.org/W3205743929","https://openalex.org/W3206706278","https://openalex.org/W3210034782","https://openalex.org/W4206994745","https://openalex.org/W4221067969","https://openalex.org/W4224917537","https://openalex.org/W4224924229","https://openalex.org/W4225299287","https://openalex.org/W4225915947","https://openalex.org/W4226442948","https://openalex.org/W4280552027","https://openalex.org/W4280600585","https://openalex.org/W4295508308","https://openalex.org/W4297510844","https://openalex.org/W4309271221"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2011676020","https://openalex.org/W2329895846"],"abstract_inverted_index":{"Abstract":[0],"Real-world":[1],"sound":[2,71],"signals":[3],"exhibit":[4],"various":[5],"aspects":[6],"of":[7,39,117,131],"grouping":[8,79],"and":[9,41,63,85,91,106,140,161],"profiling":[10,35,177],"behaviors,":[11],"such":[12],"as":[13],"being":[14],"recorded":[15],"from":[16,47],"identical":[17],"sources,":[18],"having":[19],"similar":[20],"environmental":[21],"settings,":[22],"or":[23],"encountering":[24],"related":[25],"background":[26],"noises.":[27],"In":[28],"this":[29],"work,":[30],"we":[31],"propose":[32],"novel":[33],"neural":[34,111,176],"networks":[36],"(NeuProNet)":[37],"capable":[38],"learning":[40,180],"extracting":[42],"high-level":[43],"unique":[44],"profile":[45,78,83],"representations":[46],"sounds.":[48],"An":[49],"end-to-end":[50],"framework":[51,119],"is":[52],"developed":[53],"so":[54],"that":[55,110],"any":[56,69],"backbone":[57],"architectures":[58],"can":[59],"be":[60],"plugged":[61],"in":[62,68,147,153],"trained,":[64],"achieving":[65],"better":[66],"performance":[67,122],"downstream":[70],"classification":[72],"tasks.":[73,127,181],"We":[74],"introduce":[75],"an":[76],"in-batch":[77],"mechanism":[80],"based":[81],"on":[82,102,138],"awareness":[84],"attention":[86],"pooling":[87],"to":[88,108,151,156,163,166],"produce":[89],"reliable":[90],"robust":[92],"features":[93],"with":[94,143],"contrastive":[95],"learning.":[96],"Furthermore,":[97],"extensive":[98],"experiments":[99],"are":[100],"conducted":[101],"multiple":[103],"benchmark":[104],"datasets":[105,142],"tasks":[107],"show":[109],"computing":[112],"models":[113],"under":[114],"the":[115,129,157],"guidance":[116],"our":[118],"gain":[120],"significant":[121,145],"gaps":[123],"across":[124],"all":[125],"evaluation":[126],"Particularly,":[128],"integration":[130],"NeuProNet":[132],"surpasses":[133],"recent":[134],"state-of-the-art":[135],"(SoTA)":[136],"approaches":[137],"UrbanSound8K":[139],"VocalSound":[141],"statistically":[144],"improvements":[146],"benchmarking":[148],"metrics,":[149],"up":[150,162],"5.92%":[152],"accuracy":[154],"compared":[155,165],"previous":[158],"SoTA":[159],"method":[160],"20.19%":[164],"baselines.":[167],"Our":[168],"work":[169],"provides":[170],"a":[171],"strong":[172],"foundation":[173],"for":[174,178],"utilizing":[175],"machine":[179]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
