{"id":"https://openalex.org/W4390494852","doi":"https://doi.org/10.1109/cisp-bmei60920.2023.10373244","title":"Data Analysis for Machine Sound Detection: Challenges, Methods, and Future Trends","display_name":"Data Analysis for Machine Sound Detection: Challenges, Methods, and Future Trends","publication_year":2023,"publication_date":"2023-10-28","ids":{"openalex":"https://openalex.org/W4390494852","doi":"https://doi.org/10.1109/cisp-bmei60920.2023.10373244"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei60920.2023.10373244","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cisp-bmei60920.2023.10373244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-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/A5100381704","display_name":"Mingming Zhang","orcid":"https://orcid.org/0000-0002-9363-5755"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhang Mingming","raw_affiliation_strings":["School of Mathematics and Computer Science, WHPU,Wuhan,China","School of Mathematics and Computer Science, WHPU, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, WHPU,Wuhan,China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Mathematics and Computer Science, WHPU, Wuhan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100454052","display_name":"Jie Liu","orcid":"https://orcid.org/0000-0002-0750-1030"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Jie","raw_affiliation_strings":["School of Mathematics and Computer Science, WHPU,Wuhan,China","School of Mathematics and Computer Science, WHPU, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, WHPU,Wuhan,China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Mathematics and Computer Science, WHPU, Wuhan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100542253","display_name":"LU Jin-ming","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Jinming","raw_affiliation_strings":["School of Mathematics and Computer Science, WHPU,Wuhan,China","School of Mathematics and Computer Science, WHPU, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, WHPU,Wuhan,China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Mathematics and Computer Science, WHPU, Wuhan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100381704"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19737089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"59","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9830999970436096,"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":0.9830999970436096,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9699000120162964,"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"}},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9639000296592712,"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/computer-science","display_name":"Computer science","score":0.6847951412200928},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6563036441802979},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6435034275054932},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.6048972606658936},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5765645503997803},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5063639879226685},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3292120695114136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23544833064079285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2034425437450409},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19187644124031067}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847951412200928},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6563036441802979},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6435034275054932},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.6048972606658936},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5765645503997803},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5063639879226685},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3292120695114136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23544833064079285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2034425437450409},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19187644124031067},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei60920.2023.10373244","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cisp-bmei60920.2023.10373244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2747680751","https://openalex.org/W2799741169","https://openalex.org/W3128301555","https://openalex.org/W3131860032","https://openalex.org/W3188497018"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4299701476","https://openalex.org/W2904574413","https://openalex.org/W2462007151"],"abstract_inverted_index":{"With":[0],"the":[1,8,22,31,60,132,161],"rapid":[2],"development":[3],"of":[4,11,25,27,33,62,75,85,108,112,166,171,178],"industrial":[5,17],"production":[6],"automation,":[7,140],"smooth":[9],"operation":[10],"mechanical":[12],"equipment":[13],"is":[14],"crucial":[15],"for":[16,43],"production.":[18],"This":[19],"paper":[20],"describes":[21],"wide":[23,83],"range":[24,84],"applications":[26,87,145],"sound":[28,44,63,101,134,167,172],"signals":[29],"in":[30,35,88,188],"detection":[32],"abnormalities":[34],"machinery":[36],"and":[37,52,69,72,96,119,128,146,152,163,180,185,190],"equipment.":[38],"It":[39],"also":[40,104],"discusses":[41],"methods":[42,56],"data":[45,48,79,102,113,117,135,173],"analysis,":[46],"including":[47,90,110],"visualization,":[49],"regression":[50],"analysis":[51],"cluster":[53],"analysis.":[54],"These":[55],"help":[57],"to":[58,150,159,182],"understand":[59],"characteristics":[61],"data,":[64],"establish":[65],"relationships":[66],"between":[67],"sounds":[68],"machine":[70],"states,":[71],"identify":[73],"patterns":[74],"abnormal":[76],"sounds.":[77],"Sound":[78],"analytics":[80,103,136,174],"has":[81],"a":[82,106],"promising":[86],"industry,":[89],"improving":[91],"productivity,":[92],"reducing":[93],"maintenance":[94],"costs,":[95],"enabling":[97],"predictive":[98],"maintenance.":[99],"However,":[100],"faces":[105],"number":[107],"challenges,":[109],"issues":[111],"ethics,":[114],"environmental":[115],"noise,":[116],"quality":[118],"model":[120],"complexity.":[121],"Addressing":[122],"these":[123],"challenges":[124],"requires":[125],"interdisciplinary":[126],"collaboration":[127],"continuous":[129],"innovation.":[130],"In":[131],"future,":[133],"will":[137,155,175],"evolve":[138],"towards":[139],"real-time":[141],"processing,":[142],"deep":[143],"learning":[144],"cross-domain":[147],"integration.":[148],"According":[149],"ethics":[151],"regulations,":[153],"it":[154],"become":[156],"more":[157],"important":[158],"ensure":[160],"legal":[162],"ethical":[164],"use":[165],"data.":[168],"The":[169],"future":[170],"be":[176],"full":[177],"opportunities":[179],"promises":[181],"bring":[183],"innovative":[184],"sustainable":[186],"advancements":[187],"industry":[189],"healthcare.":[191]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}