{"id":"https://openalex.org/W4391528458","doi":"https://doi.org/10.1371/journal.pcbi.1011849","title":"Sleep deprivation detected by voice analysis","display_name":"Sleep deprivation detected by voice analysis","publication_year":2024,"publication_date":"2024-02-05","ids":{"openalex":"https://openalex.org/W4391528458","doi":"https://doi.org/10.1371/journal.pcbi.1011849","pmid":"https://pubmed.ncbi.nlm.nih.gov/38315733"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1011849","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011849","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1011849","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011331543","display_name":"Etienne Thoret","orcid":"https://orcid.org/0000-0002-8214-6278"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"id":"https://openalex.org/I4210122080","display_name":"Laboratoire des Syst\u00e8mes Perceptifs","ror":"https://ror.org/030za3c40","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210096427","https://openalex.org/I4210122080"]},{"id":"https://openalex.org/I4210138220","display_name":"Institut de Neurosciences de la Timone","ror":"https://ror.org/043hw6336","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210096427","https://openalex.org/I4210138220"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Etienne Thoret","raw_affiliation_strings":["Aix-Marseille University, CNRS, Institut de Neurosciences de la Timone (INT) UMR7289, Perception Representation Image Sound Music (PRISM) UMR7061, Laboratoire d'Informatique et Syst\u00e8mes (LIS) UMR7020, Marseille, France","Institute of Language Communication and the Brain, Aix-Marseille University, Marseille, France","Laboratoire des syst\u00e8mes perceptifs, D\u00e9partement d'\u00e9tudes cognitives, \u00c9cole normale sup\u00e9rieure, PSL University, CNRS, Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-8214-6278","affiliations":[{"raw_affiliation_string":"Aix-Marseille University, CNRS, Institut de Neurosciences de la Timone (INT) UMR7289, Perception Representation Image Sound Music (PRISM) UMR7061, Laboratoire d'Informatique et Syst\u00e8mes (LIS) UMR7020, Marseille, France","institution_ids":["https://openalex.org/I4210114274","https://openalex.org/I4210138220","https://openalex.org/I1294671590","https://openalex.org/I21491767"]},{"raw_affiliation_string":"Institute of Language Communication and the Brain, Aix-Marseille University, Marseille, France","institution_ids":["https://openalex.org/I21491767"]},{"raw_affiliation_string":"Laboratoire des syst\u00e8mes perceptifs, D\u00e9partement d'\u00e9tudes cognitives, \u00c9cole normale sup\u00e9rieure, PSL University, CNRS, Paris, France","institution_ids":["https://openalex.org/I4210122080","https://openalex.org/I2746051580","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071139322","display_name":"Thomas Andrillon","orcid":"https://orcid.org/0000-0003-2794-8494"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210133078","display_name":"H\u00f4tel-Dieu de Paris","ror":"https://ror.org/03jmjy508","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210124464","https://openalex.org/I4210133078"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210152724"]},{"id":"https://openalex.org/I4403386739","display_name":"Sommeil, vigilance, fatigue et sant\u00e9 publique","ror":"https://ror.org/044dv9p07","country_code":"FR","type":"facility","lineage":["https://openalex.org/I204730241","https://openalex.org/I4403386739"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Thomas Andrillon","raw_affiliation_strings":["APHP, H\u00f4tel-Dieu, Centre du Sommeil et de la Vigilance, Paris, France","Sorbonne Universit\u00e9, Institut du Cerveau - Paris Brain Institute - ICM, Mov'it team, Inserm, CNRS, Paris, France","Universit\u00e9 Paris Cit\u00e9, VIFASOM, ERC 7330, Vigilance Fatigue Sommeil et sant\u00e9 publique, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"APHP, H\u00f4tel-Dieu, Centre du Sommeil et de la Vigilance, Paris, France","institution_ids":["https://openalex.org/I4210133078","https://openalex.org/I4210097159","https://openalex.org/I4403386739"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9, Institut du Cerveau - Paris Brain Institute - ICM, Mov'it team, Inserm, CNRS, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Universit\u00e9 Paris Cit\u00e9, VIFASOM, ERC 7330, Vigilance Fatigue Sommeil et sant\u00e9 publique, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4403386739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014089656","display_name":"Caroline Gauriau","orcid":"https://orcid.org/0000-0002-2998-028X"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210133078","display_name":"H\u00f4tel-Dieu de Paris","ror":"https://ror.org/03jmjy508","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210124464","https://openalex.org/I4210133078"]},{"id":"https://openalex.org/I4403386739","display_name":"Sommeil, vigilance, fatigue et sant\u00e9 publique","ror":"https://ror.org/044dv9p07","country_code":"FR","type":"facility","lineage":["https://openalex.org/I204730241","https://openalex.org/I4403386739"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Caroline Gauriau","raw_affiliation_strings":["APHP, H\u00f4tel-Dieu, Centre du Sommeil et de la Vigilance, Paris, France","Universit\u00e9 Paris Cit\u00e9, VIFASOM, ERC 7330, Vigilance Fatigue Sommeil et sant\u00e9 publique, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"APHP, H\u00f4tel-Dieu, Centre du Sommeil et de la Vigilance, Paris, France","institution_ids":["https://openalex.org/I4210133078","https://openalex.org/I4210097159","https://openalex.org/I4403386739"]},{"raw_affiliation_string":"Universit\u00e9 Paris Cit\u00e9, VIFASOM, ERC 7330, Vigilance Fatigue Sommeil et sant\u00e9 publique, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4403386739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016310387","display_name":"Damien L\u00e9ger","orcid":"https://orcid.org/0000-0003-1168-480X"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210133078","display_name":"H\u00f4tel-Dieu de Paris","ror":"https://ror.org/03jmjy508","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210124464","https://openalex.org/I4210133078"]},{"id":"https://openalex.org/I4403386739","display_name":"Sommeil, vigilance, fatigue et sant\u00e9 publique","ror":"https://ror.org/044dv9p07","country_code":"FR","type":"facility","lineage":["https://openalex.org/I204730241","https://openalex.org/I4403386739"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Damien L\u00e9ger","raw_affiliation_strings":["APHP, H\u00f4tel-Dieu, Centre du Sommeil et de la Vigilance, Paris, France","Universit\u00e9 Paris Cit\u00e9, VIFASOM, ERC 7330, Vigilance Fatigue Sommeil et sant\u00e9 publique, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"APHP, H\u00f4tel-Dieu, Centre du Sommeil et de la Vigilance, Paris, France","institution_ids":["https://openalex.org/I4210133078","https://openalex.org/I4210097159","https://openalex.org/I4403386739"]},{"raw_affiliation_string":"Universit\u00e9 Paris Cit\u00e9, VIFASOM, ERC 7330, Vigilance Fatigue Sommeil et sant\u00e9 publique, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4403386739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002368650","display_name":"Daniel Pressnitzer","orcid":"https://orcid.org/0000-0003-4744-5165"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210122080","display_name":"Laboratoire des Syst\u00e8mes Perceptifs","ror":"https://ror.org/030za3c40","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210096427","https://openalex.org/I4210122080"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Daniel Pressnitzer","raw_affiliation_strings":["Laboratoire des syst\u00e8mes perceptifs, D\u00e9partement d'\u00e9tudes cognitives, \u00c9cole normale sup\u00e9rieure, PSL University, CNRS, Paris, France"],"raw_orcid":"https://orcid.org/0000-0003-4744-5165","affiliations":[{"raw_affiliation_string":"Laboratoire des syst\u00e8mes perceptifs, D\u00e9partement d'\u00e9tudes cognitives, \u00c9cole normale sup\u00e9rieure, PSL University, CNRS, Paris, France","institution_ids":["https://openalex.org/I4210122080","https://openalex.org/I2746051580","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002368650","https://openalex.org/A5011331543","https://openalex.org/A5014089656","https://openalex.org/A5016310387","https://openalex.org/A5071139322"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I21491767","https://openalex.org/I2746051580","https://openalex.org/I39804081","https://openalex.org/I4210097159","https://openalex.org/I4210114274","https://openalex.org/I4210122080","https://openalex.org/I4210133078","https://openalex.org/I4210138220","https://openalex.org/I4210152724","https://openalex.org/I4403386739"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":4.7052,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.94807724,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"2","first_page":"e1011849","last_page":"e1011849"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/sleep-deprivation","display_name":"Sleep deprivation","score":0.6625344753265381},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.6426670551300049},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.4405437707901001},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35104620456695557},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23524117469787598},{"id":"https://openalex.org/keywords/circadian-rhythm","display_name":"Circadian rhythm","score":0.20506900548934937},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17686757445335388}],"concepts":[{"id":"https://openalex.org/C2778329153","wikidata":"https://www.wikidata.org/wiki/Q1364801","display_name":"Sleep deprivation","level":3,"score":0.6625344753265381},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.6426670551300049},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.4405437707901001},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35104620456695557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23524117469787598},{"id":"https://openalex.org/C121446783","wikidata":"https://www.wikidata.org/wiki/Q208353","display_name":"Circadian rhythm","level":2,"score":0.20506900548934937},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17686757445335388},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"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":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012892","descriptor_name":"Sleep Deprivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012892","descriptor_name":"Sleep Deprivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012892","descriptor_name":"Sleep Deprivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014831","descriptor_name":"Voice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014831","descriptor_name":"Voice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014831","descriptor_name":"Voice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014833","descriptor_name":"Voice Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014833","descriptor_name":"Voice Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014833","descriptor_name":"Voice Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014851","descriptor_name":"Wakefulness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014851","descriptor_name":"Wakefulness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014851","descriptor_name":"Wakefulness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1011849","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011849","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:38315733","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38315733","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10890756","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10890756","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10890756/pdf/pcbi.1011849.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:RePEc:plo:pcbi00:1011849","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1011849","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"},{"id":"pmh:oai:doaj.org/article:0f840c763cd04c45bb45163a4cb14f2d","is_oa":false,"landing_page_url":"https://doaj.org/article/0f840c763cd04c45bb45163a4cb14f2d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 20, Iss 2, p e1011849 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1011849","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011849","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1438430461","display_name":"Inter-individual Differences in Audition","funder_award_id":"ANR-22-CE28-0023","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2659019386","display_name":null,"funder_award_id":"ANR-17-EURE-","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3278450421","display_name":null,"funder_award_id":"ANR-16-CONV-0002","funder_id":"https://openalex.org/F4320309911","funder_display_name":"Aix-Marseille Universit\u00e9"},{"id":"https://openalex.org/G3596863565","display_name":null,"funder_award_id":"ANR-22-CE28-0023-01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3685229593","display_name":"Brain & LANGUAGE Research Institute","funder_award_id":"ANR-11-LABX-0036","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3969625138","display_name":"ILCB: Institute of Language Communication and the Brain","funder_award_id":"ANR-16-CONV-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4078951724","display_name":null,"funder_award_id":"ANR-19-CE28-0019-01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4209519768","display_name":"Fronti\u00e8res en cognition","funder_award_id":"ANR-17-EURE-0017","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4483770707","display_name":null,"funder_award_id":"17-EURE-0017","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6216978609","display_name":"Access to perceptual ambiguity: Behavioral, metacognitive, and physiological measures of perception under conditions of uncertainty","funder_award_id":"ANR-19-CE28-0019","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G669051978","display_name":null,"funder_award_id":"T000362/2018-L","funder_id":"https://openalex.org/F4320307846","funder_display_name":"Human Frontier Science Program"},{"id":"https://openalex.org/G6729730213","display_name":null,"funder_award_id":"ANR-11-LABX-0036","funder_id":"https://openalex.org/F4320309911","funder_display_name":"Aix-Marseille Universit\u00e9"},{"id":"https://openalex.org/G6803667113","display_name":null,"funder_award_id":"ANR-17","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8318455765","display_name":null,"funder_award_id":"ANR-19","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320307846","display_name":"Human Frontier Science Program","ror":"https://ror.org/02ebx7v45"},{"id":"https://openalex.org/F4320309911","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W131819148","https://openalex.org/W134326101","https://openalex.org/W1568045382","https://openalex.org/W1814460309","https://openalex.org/W1851388216","https://openalex.org/W1966219904","https://openalex.org/W1970478805","https://openalex.org/W1975346954","https://openalex.org/W1978911917","https://openalex.org/W1985337265","https://openalex.org/W2002716918","https://openalex.org/W2005066437","https://openalex.org/W2009298178","https://openalex.org/W2010226707","https://openalex.org/W2036353017","https://openalex.org/W2049215697","https://openalex.org/W2054139811","https://openalex.org/W2058374663","https://openalex.org/W2063737450","https://openalex.org/W2085662862","https://openalex.org/W2101234009","https://openalex.org/W2102826424","https://openalex.org/W2112583083","https://openalex.org/W2113427327","https://openalex.org/W2122410827","https://openalex.org/W2127618892","https://openalex.org/W2128485372","https://openalex.org/W2136460280","https://openalex.org/W2137051507","https://openalex.org/W2137440904","https://openalex.org/W2140721493","https://openalex.org/W2153067765","https://openalex.org/W2159373586","https://openalex.org/W2159577274","https://openalex.org/W2159662907","https://openalex.org/W2209172268","https://openalex.org/W2296199791","https://openalex.org/W2519759318","https://openalex.org/W2547412109","https://openalex.org/W2588767398","https://openalex.org/W2607413337","https://openalex.org/W2616414475","https://openalex.org/W2754656527","https://openalex.org/W2912125994","https://openalex.org/W2953403209","https://openalex.org/W2963389298","https://openalex.org/W2981886447","https://openalex.org/W2990368351","https://openalex.org/W3007604494","https://openalex.org/W3084979321","https://openalex.org/W3095440681","https://openalex.org/W3109975354","https://openalex.org/W3156027765","https://openalex.org/W3183767012","https://openalex.org/W3200101073","https://openalex.org/W3209901185","https://openalex.org/W4200268586","https://openalex.org/W4210392946","https://openalex.org/W4235765131","https://openalex.org/W4280560758","https://openalex.org/W4295117927","https://openalex.org/W4296935243","https://openalex.org/W4306732432","https://openalex.org/W6675354045","https://openalex.org/W6734276193"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W2803147621","https://openalex.org/W2366391504"],"abstract_inverted_index":{"Sleep":[0],"deprivation":[1,112,131,170,180,223,241],"has":[2],"an":[3,64,115],"ever-increasing":[4],"impact":[5],"on":[6,37,43,68,132],"individuals":[7],"and":[8,17,143,208],"societies.":[9],"Yet,":[10],"to":[11,32,87,109,118,141,149,177],"date,":[12],"there":[13],"is":[14],"no":[15],"quick":[16],"objective":[18,236],"test":[19],"for":[20,246],"sleep":[21,34,111,130,169,179,212,222,240,255],"deprivation.":[22,35,213,256],"Here,":[23],"we":[24,41],"used":[25,108],"automated":[26],"acoustic":[27],"analyses":[28],"of":[29,52,75,91,129,156,168,205,211,221,239,250,254],"the":[30,50,89,92,97,123,133,153,157,166,175,182,187,195,203,215,247,251],"voice":[31,150,196],"detect":[33,110],"Building":[36],"current":[38],"machine-learning":[39],"approaches,":[40],"focused":[42],"interpretability":[44],"by":[45],"introducing":[46],"two":[47,126,158],"novel":[48],"ideas:":[49],"use":[51],"a":[53,76],"fully":[54],"generic":[55,103],"auditory":[56,72,93,104],"representation":[57,73,94],"as":[58],"input":[59],"feature":[60],"space,":[61],"combined":[62],"with":[63,114,191,202,235],"interpretation":[65,84,124],"technique":[66],"based":[67],"reverse":[69],"correlation.":[70],"The":[71,83],"consisted":[74],"spectro-temporal":[77],"modulation":[78],"analysis":[79],"derived":[80],"from":[81],"neurophysiology.":[82],"method":[85],"aimed":[86],"reveal":[88],"regions":[90],"that":[95,102,218],"supported":[96],"classifiers'":[98],"decisions.":[99],"Results":[100],"showed":[101],"features":[105,147],"could":[106,242],"be":[107,225],"successfully,":[113],"accuracy":[116],"comparable":[117],"state-of-the-art":[119],"speech":[120],"features.":[121],"Furthermore,":[122],"revealed":[125],"distinct":[127],"effects":[128,159,220,253],"voice:":[134],"changes":[135,144],"in":[136,145,227],"slow":[137],"temporal":[138],"modulations":[139],"related":[140,148],"prosody":[142,188],"spectral":[146],"quality.":[151],"Importantly,":[152],"relative":[154],"balance":[155],"varied":[160],"widely":[161],"across":[162],"individuals,":[163],"even":[164],"though":[165],"amount":[167],"was":[171],"controlled,":[172],"thus":[173],"confirming":[174],"need":[176],"characterize":[178],"at":[181],"individual":[183,219,252],"level.":[184],"Moreover,":[185],"while":[186],"factor":[189,198],"correlated":[190],"subjective":[192],"sleepiness":[193],"reports,":[194],"quality":[197],"did":[199],"not,":[200],"consistent":[201],"presence":[204],"both":[206],"explicit":[207],"implicit":[209],"consequences":[210],"Overall,":[214],"findings":[216],"show":[217],"may":[224],"observed":[226],"vocal":[228],"biomarkers.":[229],"Future":[230],"investigations":[231],"correlating":[232],"such":[233],"markers":[234],"physiological":[237],"measures":[238],"enable":[243],"\"sleep":[244],"stethoscopes\"":[245],"cost-effective":[248],"diagnosis":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2024-02-06T00:00:00"}
