{"id":"https://openalex.org/W2750437304","doi":"https://doi.org/10.21437/interspeech.2017-1015","title":"Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation","display_name":"Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation","publication_year":2017,"publication_date":"2017-08-16","ids":{"openalex":"https://openalex.org/W2750437304","doi":"https://doi.org/10.21437/interspeech.2017-1015","mag":"2750437304"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2017-1015","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2017-1015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2017","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/A5100333709","display_name":"Yue Zhang","orcid":"https://orcid.org/0000-0002-3823-7674"},"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":"Yue Zhang","raw_affiliation_strings":["Department of Computing, Imperial College London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016747567","display_name":"Felix Weninger","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Felix Weninger","raw_affiliation_strings":["Nuance Communications, Ulm, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nuance Communications, Ulm, Germany","institution_ids":[]}]},{"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/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 Schuller","raw_affiliation_strings":["Department of Computing, Imperial College London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.8812999725341797,"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":0.8812999725341797,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.8673999905586243,"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/sleep","display_name":"Sleep (system call)","score":0.642667293548584},{"id":"https://openalex.org/keywords/alcohol-intoxication","display_name":"Alcohol intoxication","score":0.6239603757858276},{"id":"https://openalex.org/keywords/sleep-deprivation","display_name":"Sleep deprivation","score":0.5943080186843872},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4862038493156433},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4537338614463806},{"id":"https://openalex.org/keywords/alcoholic-intoxication","display_name":"Alcoholic intoxication","score":0.42906278371810913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41202664375305176},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3858952522277832},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.299235999584198},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22255638241767883},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1956043243408203},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.12528476119041443},{"id":"https://openalex.org/keywords/injury-prevention","display_name":"Injury prevention","score":0.1113603413105011},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.10071039199829102},{"id":"https://openalex.org/keywords/circadian-rhythm","display_name":"Circadian rhythm","score":0.0673736035823822},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05076897144317627}],"concepts":[{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.642667293548584},{"id":"https://openalex.org/C2776610969","wikidata":"https://www.wikidata.org/wiki/Q205972","display_name":"Alcohol intoxication","level":4,"score":0.6239603757858276},{"id":"https://openalex.org/C2778329153","wikidata":"https://www.wikidata.org/wiki/Q1364801","display_name":"Sleep deprivation","level":3,"score":0.5943080186843872},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4862038493156433},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4537338614463806},{"id":"https://openalex.org/C2910722728","wikidata":"https://www.wikidata.org/wiki/Q205972","display_name":"Alcoholic intoxication","level":4,"score":0.42906278371810913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41202664375305176},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3858952522277832},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.299235999584198},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22255638241767883},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1956043243408203},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.12528476119041443},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.1113603413105011},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.10071039199829102},{"id":"https://openalex.org/C121446783","wikidata":"https://www.wikidata.org/wiki/Q208353","display_name":"Circadian rhythm","level":2,"score":0.0673736035823822},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05076897144317627},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2017-1015","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2017-1015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2017","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:71879","is_oa":false,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-718797","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G409459014","display_name":null,"funder_award_id":"No. 645378","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W70052435","https://openalex.org/W134326101","https://openalex.org/W1618905105","https://openalex.org/W1663328694","https://openalex.org/W1967791386","https://openalex.org/W1970434625","https://openalex.org/W1974023945","https://openalex.org/W1996118191","https://openalex.org/W1999674789","https://openalex.org/W2009298178","https://openalex.org/W2025714411","https://openalex.org/W2028128785","https://openalex.org/W2038745384","https://openalex.org/W2058518981","https://openalex.org/W2071843190","https://openalex.org/W2082927806","https://openalex.org/W2083126302","https://openalex.org/W2090777335","https://openalex.org/W2122574520","https://openalex.org/W2130134104","https://openalex.org/W2167277498","https://openalex.org/W2296199791","https://openalex.org/W2316734860","https://openalex.org/W2414498951","https://openalex.org/W2680534654","https://openalex.org/W4213193706","https://openalex.org/W4230684441"],"related_works":["https://openalex.org/W2803147621","https://openalex.org/W2366391504","https://openalex.org/W2300047592","https://openalex.org/W4236681747","https://openalex.org/W1997579817","https://openalex.org/W2083689470","https://openalex.org/W2051609601","https://openalex.org/W2183713668","https://openalex.org/W2230162993","https://openalex.org/W2243951987"],"abstract_inverted_index":{"In":[0],"this":[1,44,72],"work,":[2],"we":[3,19,46,74,95,122,178],"study":[4],"the":[5,21,24,33,39,50,85,103,109,124,129,144,170,173,191],"drowsy":[6],"state":[7],"of":[8,28,38,78,88,138],"a":[9],"speaker,":[10],"induced":[11],"by":[12,189],"alcohol":[13,79],"intoxication":[14,80],"or":[15],"sleep":[16],"deprivation.In":[17],"particular,":[18],"investigate":[20],"coherence":[22],"between":[23,52],"two":[25],"pivotal":[26],"causes":[27],"drowsiness,":[29],"as":[30],"featured":[31],"in":[32,66,119,134,172],"Intoxication":[34],"and":[35,68,81,106,128,141,166,175],"Sleepiness":[36],"tasks":[37],"INTERSPEECH":[40],"Speaker":[41],"State":[42],"Challenge.In":[43],"way,":[45],"aim":[47],"to":[48,62,100,107,154],"exploit":[49],"interrelations":[51],"these":[53,89],"different,":[54],"yet":[55],"highly":[56,167],"correlated":[57],"speaker":[58],"states,":[59],"which":[60,160],"need":[61],"be":[63,187],"reliably":[64],"recognised":[65],"safety":[67],"security":[69],"critical":[70],"environments.To":[71],"end,":[73],"perform":[75],"cross-domain":[76,146],"classification":[77,147],"sleepiness,":[82],"thus":[83],"leveraging":[84],"acoustic":[86],"similarities":[87],"speech":[90],"phenomena":[91],"for":[92,113],"transfer":[93],"learning.Further,":[94],"conducted":[96],"in-depth":[97],"feature":[98,150],"analysis":[99],"quantitatively":[101],"assess":[102],"task":[104],"relatedness":[105],"determine":[108],"most":[110],"relevant":[111],"features":[112],"both":[114,195],"tasks.To":[115],"test":[116],"our":[117],"methods":[118],"realistic":[120],"contexts,":[121],"use":[123],"Alcohol":[125],"Language":[126,131],"Corpus":[127,132],"Sleepy":[130],"containing":[133],"total":[135],"60":[136],"hours":[137],"genuine":[139],"intoxicated":[140],"sleepy":[142],"speech.In":[143],"result,":[145],"combined":[148],"with":[149],"selection":[151],"yields":[152],"up":[153],"60.3":[155],"%":[156],"unweighted":[157],"average":[158],"recall,":[159],"is":[161],"significantly":[162],"above-chance":[163],"(50":[164],"%)":[165],"notable":[168],"given":[169],"mismatch":[171],"training":[174,192],"validation":[176],"data.Finally,":[177],"show":[179],"that":[180],"an":[181],"effective,":[182],"general":[183],"drowsiness":[184],"classifier":[185],"can":[186],"obtained":[188],"aggregating":[190],"data":[193],"from":[194],"domains.":[196]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}