{"id":"https://openalex.org/W4224937911","doi":"https://doi.org/10.1109/icassp43922.2022.9747393","title":"Design of Real-Time System Based on Machine Learning for Snoring and OSA Detection","display_name":"Design of Real-Time System Based on Machine Learning for Snoring and OSA Detection","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4224937911","doi":"https://doi.org/10.1109/icassp43922.2022.9747393"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9747393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747393","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5079417934","display_name":"Huaiwen Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaiwen Luo","raw_affiliation_strings":["Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388565","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0001-6950-3894"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041945581","display_name":"Lianyu Zhou","orcid":"https://orcid.org/0000-0001-8212-0839"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianyu Zhou","raw_affiliation_strings":["Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042283645","display_name":"Xu Lin","orcid":"https://orcid.org/0000-0002-6107-5597"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Lin","raw_affiliation_strings":["Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071119099","display_name":"Zehuai Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zehuai Zhang","raw_affiliation_strings":["Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009651653","display_name":"Mingjiang Wang","orcid":"https://orcid.org/0000-0002-4706-009X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjiang Wang","raw_affiliation_strings":["Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Electronics and Information Engineering,Shenzhen,China,518000","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":8.7065,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.97168675,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1156","last_page":"1160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.970300018787384,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.8474993705749512},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.7830860614776611},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5684866905212402},{"id":"https://openalex.org/keywords/microphone","display_name":"Microphone","score":0.5431420803070068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5191782712936401},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.5126773118972778},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5093280076980591},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43412530422210693},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.41322046518325806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38063305616378784},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37899404764175415},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16510969400405884},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07677057385444641}],"concepts":[{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.8474993705749512},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.7830860614776611},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5684866905212402},{"id":"https://openalex.org/C2778263558","wikidata":"https://www.wikidata.org/wiki/Q46384","display_name":"Microphone","level":3,"score":0.5431420803070068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5191782712936401},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.5126773118972778},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5093280076980591},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43412530422210693},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.41322046518325806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38063305616378784},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37899404764175415},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16510969400405884},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07677057385444641},{"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/C68115822","wikidata":"https://www.wikidata.org/wiki/Q1068172","display_name":"Sound pressure","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp43922.2022.9747393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747393","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W82924911","https://openalex.org/W2010701234","https://openalex.org/W2067925997","https://openalex.org/W2097892538","https://openalex.org/W2160572911","https://openalex.org/W2167607883","https://openalex.org/W2257628334","https://openalex.org/W2414404397","https://openalex.org/W2559143428","https://openalex.org/W2754562816","https://openalex.org/W2796592331","https://openalex.org/W2899179908","https://openalex.org/W2899251319","https://openalex.org/W2902711476","https://openalex.org/W2914160852","https://openalex.org/W2964182121","https://openalex.org/W2979330991","https://openalex.org/W3082855837","https://openalex.org/W3133054457","https://openalex.org/W6684539845","https://openalex.org/W6716005538","https://openalex.org/W6760563260","https://openalex.org/W6791475911"],"related_works":["https://openalex.org/W2016370421","https://openalex.org/W4200607786","https://openalex.org/W2186303850","https://openalex.org/W4381597394","https://openalex.org/W4310009901","https://openalex.org/W1481679924","https://openalex.org/W2322198899","https://openalex.org/W2268943783","https://openalex.org/W2133117663","https://openalex.org/W2359190987"],"abstract_inverted_index":{"Obstructive":[0],"sleep":[1,7,130],"apnea":[2,103],"(OSA)":[3],"is":[4,16],"a":[5,26,86,116,121],"common":[6],"disorder.":[8],"The":[9],"diagnosis":[10,71],"of":[11,73,124],"OSA":[12,47,74,91,126],"based":[13],"on":[14,79,95],"snoring":[15],"low-cost,":[17],"convenient":[18],"and":[19,32,45,68],"non-invasive.":[20],"In":[21],"this":[22,111],"study,":[23],"we":[24,84],"place":[25],"microphone":[27],"under":[28],"the":[29,69,80,96],"patient\u2019s":[30],"bed":[31],"combined":[33],"with":[34],"full-night":[35],"polysomnography":[36],"to":[37,52,119],"record":[38],"audio":[39,55],"signals.":[40],"Five":[41],"machine":[42],"learning":[43],"models":[44],"two":[46],"diagnostic":[48],"schemes":[49],"are":[50],"used":[51],"classify":[53],"night":[54],"as":[56],"non-snoring,":[57],"snoring,":[58],"or":[59],"OSA-related":[60,106],"snoring.":[61,107],"Our":[62],"experiment":[63],"has":[64],"achieved":[65],"good":[66],"results,":[67],"highest":[70],"rate":[72],"can":[75,89,101,113],"reach":[76],"97%.":[77],"Based":[78],"trained":[81],"classification":[82],"model,":[83],"design":[85],"system":[87,97],"that":[88,99,110],"diagnose":[90,102],"in":[92],"real-time.":[93],"Tests":[94],"show":[98],"it":[100],"by":[104],"detecting":[105],"We":[108],"hope":[109],"approach":[112],"develop":[114],"into":[115],"new":[117],"tool":[118],"help":[120],"large":[122],"number":[123],"potential":[125],"patients":[127],"understand":[128],"their":[129],"health.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
