{"id":"https://openalex.org/W4388720151","doi":"https://doi.org/10.1109/gcce59613.2023.10315568","title":"An End-to-End Model for Speech-based Somatisation Disorder Detection","display_name":"An End-to-End Model for Speech-based Somatisation Disorder Detection","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4388720151","doi":"https://doi.org/10.1109/gcce59613.2023.10315568"},"language":"en","primary_location":{"id":"doi:10.1109/gcce59613.2023.10315568","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcce59613.2023.10315568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","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/A5104198774","display_name":"Runze Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I142415962","display_name":"Beijing Institute of Education","ror":"https://ror.org/03aefdx31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142415962"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Runze Ge","raw_affiliation_strings":["Ministry of Education (Beijing Institute of Technology),Key Laboratory of Brain Health Intelligent Evaluation and Intervention,Beijing,China,100081","School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education (Beijing Institute of Technology),Key Laboratory of Brain Health Intelligent Evaluation and Intervention,Beijing,China,100081","institution_ids":["https://openalex.org/I142415962","https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027639237","display_name":"Zhihua Wang","orcid":"https://orcid.org/0000-0002-3367-7478"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]},{"id":"https://openalex.org/I3125079907","display_name":"Japan Graduate School of Education University","ror":"https://ror.org/03a6vay74","country_code":"JP","type":"education","lineage":["https://openalex.org/I3125079907"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhihua Wang","raw_affiliation_strings":["The University of Tokyo,Educational Physiology Laboratory, Graduate School of Education,Tokyo,Japan,113-0033"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo,Educational Physiology Laboratory, Graduate School of Education,Tokyo,Japan,113-0033","institution_ids":["https://openalex.org/I3125079907","https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075437690","display_name":"Zhonghao Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I142415962","display_name":"Beijing Institute of Education","ror":"https://ror.org/03aefdx31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142415962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonghao Zhao","raw_affiliation_strings":["Ministry of Education (Beijing Institute of Technology),Key Laboratory of Brain Health Intelligent Evaluation and Intervention,Beijing,China,100081","School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education (Beijing Institute of Technology),Key Laboratory of Brain Health Intelligent Evaluation and Intervention,Beijing,China,100081","institution_ids":["https://openalex.org/I142415962","https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032971738","display_name":"Kun Qian","orcid":"https://orcid.org/0000-0002-1918-6453"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I142415962","display_name":"Beijing Institute of Education","ror":"https://ror.org/03aefdx31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142415962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Qian","raw_affiliation_strings":["Ministry of Education (Beijing Institute of Technology),Key Laboratory of Brain Health Intelligent Evaluation and Intervention,Beijing,China,100081","School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education (Beijing Institute of Technology),Key Laboratory of Brain Health Intelligent Evaluation and Intervention,Beijing,China,100081","institution_ids":["https://openalex.org/I142415962","https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380066","display_name":"Bin Hu","orcid":"https://orcid.org/0000-0003-3514-5413"},"institutions":[{"id":"https://openalex.org/I142415962","display_name":"Beijing Institute of Education","ror":"https://ror.org/03aefdx31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142415962"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Hu","raw_affiliation_strings":["Ministry of Education (Beijing Institute of Technology),Key Laboratory of Brain Health Intelligent Evaluation and Intervention,Beijing,China,100081","School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education (Beijing Institute of Technology),Key Laboratory of Brain Health Intelligent Evaluation and Intervention,Beijing,China,100081","institution_ids":["https://openalex.org/I142415962","https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043060302","display_name":"Bj\u00f6rn W. Schuller","orcid":"https://orcid.org/0000-0002-6478-8699"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn W. Schuller","raw_affiliation_strings":["Imperial College London,GLAM &#x2013; the Group on Language, Audio, &amp; Music,London,UK,SW7 2AZ"],"affiliations":[{"raw_affiliation_string":"Imperial College London,GLAM &#x2013; the Group on Language, Audio, &amp; Music,London,UK,SW7 2AZ","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087660235","display_name":"Yoshiharu Yamamoto","orcid":"https://orcid.org/0000-0002-1132-0355"},"institutions":[{"id":"https://openalex.org/I3125079907","display_name":"Japan Graduate School of Education University","ror":"https://ror.org/03a6vay74","country_code":"JP","type":"education","lineage":["https://openalex.org/I3125079907"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiharu Yamamoto","raw_affiliation_strings":["The University of Tokyo,Educational Physiology Laboratory, Graduate School of Education,Tokyo,Japan,113-0033"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo,Educational Physiology Laboratory, Graduate School of Education,Tokyo,Japan,113-0033","institution_ids":["https://openalex.org/I3125079907","https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5104198774"],"corresponding_institution_ids":["https://openalex.org/I125839683","https://openalex.org/I142415962"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24896256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"603","last_page":"605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11334","display_name":"Psychosomatic Disorders and Their Treatments","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T11334","display_name":"Psychosomatic Disorders and Their Treatments","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T11282","display_name":"Fibromyalgia and Chronic Fatigue Syndrome Research","score":0.9684000015258789,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7946972846984863},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6017055511474609},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5046910047531128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4907280206680298},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.4766405522823334},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47396013140678406},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4564499855041504},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.42602330446243286},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3630799353122711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3589058518409729},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3234974145889282},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32263290882110596},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.14235606789588928},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08340850472450256}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7946972846984863},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6017055511474609},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5046910047531128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4907280206680298},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.4766405522823334},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47396013140678406},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4564499855041504},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.42602330446243286},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3630799353122711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3589058518409729},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3234974145889282},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32263290882110596},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.14235606789588928},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08340850472450256},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce59613.2023.10315568","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcce59613.2023.10315568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322108","display_name":"Ministry of Science and Technology","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320323110","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74"},{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W153185079","https://openalex.org/W1976066595","https://openalex.org/W2399733683","https://openalex.org/W2752782242","https://openalex.org/W3035803533","https://openalex.org/W4365458759"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W3208882810","https://openalex.org/W2972862903","https://openalex.org/W3099765033","https://openalex.org/W4288419306","https://openalex.org/W2921259037","https://openalex.org/W2970699417","https://openalex.org/W2987302549","https://openalex.org/W3099518927","https://openalex.org/W3162172987"],"abstract_inverted_index":{"Somatisation":[0,60],"disorder":[1,6,30],"is":[2,55],"a":[3],"chronic":[4],"psychiatric":[5],"that":[7,44],"often":[8],"lacks":[9],"medical":[10],"explanation,":[11],"which":[12],"can":[13,31],"cause":[14],"more":[15],"severe":[16],"functional":[17],"impairment":[18],"and":[19],"social":[20],"difficulties.":[21],"In":[22,34],"non-invasive":[23],"speech":[24,51],"modalities,":[25],"auxiliary":[26],"diagnosis":[27],"of":[28],"somatisation":[29,46],"be":[32],"undertaken.":[33],"this":[35,81],"contribution,":[36],"we":[37],"propose":[38],"an":[39],"end-to-end":[40],"deep":[41],"neural":[42],"network":[43],"detects":[45],"disorders":[47],"from":[48],"one-dimensional":[49],"raw":[50],"signals.":[52],"Our":[53,83],"study":[54],"based":[56],"on":[57,86],"the":[58,64,69,87,96],"Shenzhen":[59],"Speech":[61],"Corpus,":[62],"using":[63],"Patient":[65],"Health":[66],"Questionnaire-15":[67],"as":[68],"evaluation":[70],"scale.":[71],"Moreover,":[72],"ways":[73],"to":[74],"mitigate":[75],"model":[76],"overfitting":[77],"are":[78],"explored":[79],"in":[80,95],"work.":[82],"experimental":[84],"results":[85],"test":[88],"set":[89],"finally":[90],"reach":[91],"58.4":[92],"%":[93],"UAR":[94],"binary":[97],"classification":[98],"task.":[99]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
