{"id":"https://openalex.org/W4389538388","doi":"https://doi.org/10.1109/embc40787.2023.10340705","title":"Somatisation Disorder Detection via Speech: Introducing a Self-Supervised Learning Model","display_name":"Somatisation Disorder Detection via Speech: Introducing a Self-Supervised Learning Model","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389538388","doi":"https://doi.org/10.1109/embc40787.2023.10340705","pmid":"https://pubmed.ncbi.nlm.nih.gov/38082647"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340705","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5052807079","display_name":"Zhihao Bao","orcid":"https://orcid.org/0009-0003-0245-0646"},"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":true,"raw_author_name":"Zhihao Bao","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/A5072365199","display_name":"Kun Qian","orcid":"https://orcid.org/0000-0001-8255-2527"},"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":"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/A5083267405","display_name":"Zhonghao Zhao","orcid":"https://orcid.org/0000-0002-0210-2153"},"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":"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/A5002832977","display_name":"Mengkai Sun","orcid":"https://orcid.org/0000-0003-4578-2520"},"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":"Mengkai Sun","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/A5039033480","display_name":"Ruolan Huang","orcid":"https://orcid.org/0000-0003-3561-8874"},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]},{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruolan Huang","raw_affiliation_strings":["Southern Medical University,First School of Clinical Medicine,Guangzhou,China,510515","Department of Neurology, Shenzhen University General Hospital, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Southern Medical University,First School of Clinical Medicine,Guangzhou,China,510515","institution_ids":["https://openalex.org/I58200834"]},{"raw_affiliation_string":"Department of Neurology, Shenzhen University General Hospital, Guangdong, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022859981","display_name":"Dewen Xu","orcid":null},"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":"Dewen Xu","raw_affiliation_strings":["The University of Tokyo,Educational Physiology Laboratory, Graduate School of Education,Japan","Educational Physiology Laboratory, Graduate School of Education, The University of Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo,Educational Physiology Laboratory, Graduate School of Education,Japan","institution_ids":["https://openalex.org/I3125079907","https://openalex.org/I74801974"]},{"raw_affiliation_string":"Educational Physiology Laboratory, Graduate School of Education, The University of Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"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/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":"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/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,Japan","Educational Physiology Laboratory, Graduate School of Education, The University of Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo,Educational Physiology Laboratory, Graduate School of Education,Japan","institution_ids":["https://openalex.org/I3125079907","https://openalex.org/I74801974"]},{"raw_affiliation_string":"Educational Physiology Laboratory, Graduate School of Education, The University of Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","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/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]},{"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":["DE","GB"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn W. Schuller","raw_affiliation_strings":["Imperial College London,GLAM &#x2013; Group on Language, Audio, &#x0026; Music,UK","Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"Imperial College London,GLAM &#x2013; Group on Language, Audio, &#x0026; Music,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5052807079"],"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":0.26622437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"93","issue":null,"first_page":"1","last_page":"4"},"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/T12488","display_name":"Mental Health via Writing","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5759702324867249},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5545493960380554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5490352511405945},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.515472948551178},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5082340240478516},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4847354590892792},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.4362657368183136},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3982076048851013},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37239086627960205},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.255585640668869},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.2136271893978119},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1615794599056244}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5759702324867249},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5545493960380554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5490352511405945},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.515472948551178},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5082340240478516},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4847354590892792},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.4362657368183136},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3982076048851013},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37239086627960205},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.255585640668869},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2136271893978119},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1615794599056244},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013064","descriptor_name":"Speech Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013064","descriptor_name":"Speech Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013064","descriptor_name":"Speech Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013064","descriptor_name":"Speech Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013064","descriptor_name":"Speech Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc40787.2023.10340705","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38082647","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38082647","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:mediatum.ub.tum.de:node/1771621","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1771621","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320323110","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1966129118","https://openalex.org/W2043705607","https://openalex.org/W2316878322","https://openalex.org/W2896457183","https://openalex.org/W2963027641","https://openalex.org/W2972584841","https://openalex.org/W2973049979","https://openalex.org/W3016181583","https://openalex.org/W3027265670","https://openalex.org/W3036601975","https://openalex.org/W3082542422","https://openalex.org/W3096215591","https://openalex.org/W3113594615","https://openalex.org/W3174249533","https://openalex.org/W3197580070","https://openalex.org/W4213071731","https://openalex.org/W4291000632","https://openalex.org/W4297808394","https://openalex.org/W4365458759","https://openalex.org/W6711957471","https://openalex.org/W6755207826","https://openalex.org/W6762235948","https://openalex.org/W6769196770","https://openalex.org/W6780218876","https://openalex.org/W6787141514","https://openalex.org/W6844194202"],"related_works":["https://openalex.org/W1586607209","https://openalex.org/W122912556","https://openalex.org/W4312414840","https://openalex.org/W2621411691","https://openalex.org/W2271357838","https://openalex.org/W2556866732","https://openalex.org/W2328989934","https://openalex.org/W2348322200","https://openalex.org/W2981952041","https://openalex.org/W3148060700"],"abstract_inverted_index":{"With":[0,227],"the":[1,35,46,53,76,82,96,105,118,126,153,192,195,209],"depressive":[2],"psychiatric":[3],"disorders":[4,51],"becoming":[5],"more":[6],"common,":[7],"people":[8],"are":[9,23],"gradually":[10],"starting":[11],"to":[12,45,87,94,139,207,225,234],"take":[13],"it":[14],"seriously.":[15],"Somatisation":[16,55],"disorders,":[17],"as":[18],"a":[19,62,203,236],"general":[20,115],"mental":[21],"disorder,":[22],"rarely":[24],"accurately":[25],"identified":[26],"in":[27,75],"clinical":[28,223],"diagnosis":[29],"for":[30,66,120,219],"its":[31],"specific":[32],"nature.":[33],"In":[34,146],"previous":[36],"work,":[37],"speech":[38,69,77,144,212,242],"recognition":[39,78,101,128],"technology":[40],"has":[41],"been":[42],"successfully":[43],"applied":[44],"task":[47],"of":[48,64,155,170,194,238],"identifying":[49],"somatisation":[50,67,142],"on":[52,81,107,125],"Shenzhen":[54],"Speech":[56],"Corpus.":[57],"Nevertheless,":[58],"there":[59],"is":[60,92,181],"still":[61],"scarcity":[63],"labels":[65],"disorder":[68,143],"database.":[70],"The":[71,167],"current":[72],"mainstream":[73],"approaches":[74],"heavily":[79],"rely":[80],"well":[83,217],"labelled":[84,108],"data.":[85,243],"Compared":[86],"supervised":[88,196],"learning,":[89],"self-supervised":[90,111,135,157,204],"learning":[91,112,136,158,197,205],"able":[93],"achieve":[95],"same":[97],"or":[98],"even":[99],"better":[100,183,190],"results":[102,154],"while":[103],"reducing":[104],"reliance":[106],"samples.":[109],"Moreover,":[110],"can":[113,215],"generate":[114],"representations":[116],"without":[117],"need":[119,233],"human":[121],"hand-crafted":[122],"features":[123],"depending":[124],"different":[127],"tasks.":[129],"To":[130],"this":[131,147,228],"end,":[132],"we":[133,149],"apply":[134],"pre-trained":[137],"models":[138,159],"solve":[140],"few-labelled":[141,210],"recognition.":[145],"study,":[148],"compare":[150],"and":[151,164,180],"analyse":[152],"three":[156],"(contrastive":[160],"predictive":[161],"coding,":[162],"wav2vec":[163,165,171],"2.0).":[166],"best":[168],"result":[169],"2.0":[172],"model":[173,206],"achieves":[174],"77.0":[175],"%":[176],"unweighted":[177],"average":[178],"recall":[179],"significantly":[182],"than":[184,191],"CPC":[185],"(p":[186],"<":[187],".005),":[188],"performing":[189],"benchmark":[193],"model.Clinical":[198],"relevance-":[199],"This":[200],"work":[201],"proposed":[202],"resolve":[208],"SD":[211,241],"data,":[213],"which":[214],"be":[216],"used":[218],"helping":[220],"psychiatrists":[221,230],"with":[222],"assistant":[224],"diagnosis.":[226],"model,":[229],"no":[231],"longer":[232],"spend":[235],"lot":[237],"time":[239],"labelling":[240]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
