{"id":"https://openalex.org/W4393389136","doi":"https://doi.org/10.52866/ijcsm.2024.05.02.008","title":"Real-TimeLie-Speech Determination Using Voice-Stress Technology","display_name":"Real-TimeLie-Speech Determination Using Voice-Stress Technology","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4393389136","doi":"https://doi.org/10.52866/ijcsm.2024.05.02.008"},"language":"en","primary_location":{"id":"doi:10.52866/ijcsm.2024.05.02.008","doi":"https://doi.org/10.52866/ijcsm.2024.05.02.008","is_oa":true,"landing_page_url":"https://doi.org/10.52866/ijcsm.2024.05.02.008","pdf_url":"https://journal.esj.edu.iq/index.php/IJCM/article/download/1169/364","source":{"id":"https://openalex.org/S4210240835","display_name":"Iraqi Journal for Computer Science and Mathematics","issn_l":"2788-7421","issn":["2788-7421","2958-0544"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iraqi Journal for Computer Science and Mathematics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.esj.edu.iq/index.php/IJCM/article/download/1169/364","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094299889","display_name":"Fadi K. Al-Dhaher","orcid":"https://orcid.org/0009-0006-7774-8537","observed_orcids":["https://orcid.org/0009-0006-7774-8537"]},"institutions":[{"id":"https://openalex.org/I3131779051","display_name":"Iraqi University","ror":"https://ror.org/01wfhkb67","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131779051"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Fadi K Al-Dhaher","raw_affiliation_strings":["Computer Engineering Department, College of Engineering, Al-Iraqia University,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, College of Engineering, Al-Iraqia University,","institution_ids":["https://openalex.org/I3131779051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070438187","display_name":"Duraid Y. Mohammed","orcid":"https://orcid.org/0000-0002-9586-1983","observed_orcids":["https://orcid.org/0000-0002-9586-1983"]},"institutions":[{"id":"https://openalex.org/I3131779051","display_name":"Iraqi University","ror":"https://ror.org/01wfhkb67","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131779051"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Duraid Y Mohammed","raw_affiliation_strings":["Computer Engineering Department, College of Engineering, Al-Iraqia University, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, College of Engineering, Al-Iraqia University, Baghdad, Iraq","institution_ids":["https://openalex.org/I3131779051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103134462","display_name":"Mohammed Khalaf","orcid":"https://orcid.org/0000-0003-0559-455X","observed_orcids":["https://orcid.org/0000-0003-0559-455X"]},"institutions":[{"id":"https://openalex.org/I2800838116","display_name":"University of Al Maarif","ror":"https://ror.org/05scxf493","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2800838116"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mohammed Khalaf","raw_affiliation_strings":["General Directorate of Education Anbar, Ramadi 31001, Iraq / Computer Science Department, Al-Maarif University College, Ramadi 31001, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"General Directorate of Education Anbar, Ramadi 31001, Iraq / Computer Science Department, Al-Maarif University College, Ramadi 31001, Iraq","institution_ids":["https://openalex.org/I2800838116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021838322","display_name":"Khamis A. Al-Karawi","orcid":"https://orcid.org/0000-0001-9275-6902","observed_orcids":["https://orcid.org/0000-0001-9275-6902"]},"institutions":[{"id":"https://openalex.org/I78277041","display_name":"University of Diyala","ror":"https://ror.org/01eb5yv70","country_code":"IQ","type":"education","lineage":["https://openalex.org/I78277041"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Khamis A Al-Karawi","raw_affiliation_strings":["University of Diyala, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Diyala, Iraq","institution_ids":["https://openalex.org/I78277041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022427664","display_name":"Mohammad Sarfraz","orcid":"https://orcid.org/0000-0002-5586-3546","observed_orcids":["https://orcid.org/0000-0002-5586-3546"]},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammad Sarfraz","raw_affiliation_strings":["Electrical Engineering Department, Aligarh Muslim University, Aligarh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Aligarh Muslim University, Aligarh, India","institution_ids":["https://openalex.org/I171210897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092188045","display_name":"Muhammad Mazin Al Maathidi","orcid":"https://orcid.org/0000-0002-3328-5474","observed_orcids":["https://orcid.org/0000-0002-3328-5474"]},"institutions":[{"id":"https://openalex.org/I106663880","display_name":"University of Bahrain","ror":"https://ror.org/0317ekv86","country_code":"BH","type":"education","lineage":["https://openalex.org/I106663880"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Muhammad Mazin Al Maathidi","raw_affiliation_strings":["Computer Science Department, University of Bahrain, Bahrain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Bahrain, Bahrain","institution_ids":["https://openalex.org/I106663880"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8404,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93243027,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"5","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12268","display_name":"Deception detection and forensic psychology","score":0.9897000193595886,"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"}},"topics":[{"id":"https://openalex.org/T12268","display_name":"Deception detection and forensic psychology","score":0.9897000193595886,"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":0.008299999870359898,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deception-detection","display_name":"deception detection","score":0.9490000009536743},{"id":"https://openalex.org/keywords/voice-stress-analysis","display_name":"voice stress analysis","score":0.7889999747276306},{"id":"https://openalex.org/keywords/random-forest-feature-selection","display_name":"random forest feature selection","score":0.8059999942779541},{"id":"https://openalex.org/keywords/random-forest-classification","display_name":"random forest classification","score":0.6420000195503235}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6196661591529846},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5397293567657471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47274506092071533},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.42533665895462036},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.2347845733165741},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.13653278350830078},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.52866/ijcsm.2024.05.02.008","doi":"https://doi.org/10.52866/ijcsm.2024.05.02.008","is_oa":true,"landing_page_url":"https://doi.org/10.52866/ijcsm.2024.05.02.008","pdf_url":"https://journal.esj.edu.iq/index.php/IJCM/article/download/1169/364","source":{"id":"https://openalex.org/S4210240835","display_name":"Iraqi Journal for Computer Science and Mathematics","issn_l":"2788-7421","issn":["2788-7421","2958-0544"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iraqi Journal for Computer Science and Mathematics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:03363d645ec746f1ae07028de311d9df","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/03363d645ec746f1ae07028de311d9df","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Iraqi Journal for Computer Science and Mathematics, Vol 5, Iss 2 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.52866/ijcsm.2024.05.02.008","doi":"https://doi.org/10.52866/ijcsm.2024.05.02.008","is_oa":true,"landing_page_url":"https://doi.org/10.52866/ijcsm.2024.05.02.008","pdf_url":"https://journal.esj.edu.iq/index.php/IJCM/article/download/1169/364","source":{"id":"https://openalex.org/S4210240835","display_name":"Iraqi Journal for Computer Science and Mathematics","issn_l":"2788-7421","issn":["2788-7421","2958-0544"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iraqi Journal for Computer Science and Mathematics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393389136.pdf","grobid_xml":"https://content.openalex.org/works/W4393389136.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W102958777","https://openalex.org/W2163833659","https://openalex.org/W2788239956","https://openalex.org/W3000139089","https://openalex.org/W3023562021","https://openalex.org/W3112103486","https://openalex.org/W3112563477","https://openalex.org/W3135974041","https://openalex.org/W3153018243","https://openalex.org/W3168237166","https://openalex.org/W3172894286","https://openalex.org/W4210381452","https://openalex.org/W4367181659"],"related_works":["https://openalex.org/W4392436972","https://openalex.org/W7064068708","https://openalex.org/W2887046949","https://openalex.org/W4300912954","https://openalex.org/W18651926","https://openalex.org/W4386896476","https://openalex.org/W7129685836","https://openalex.org/W4415479522","https://openalex.org/W1991302607","https://openalex.org/W3168237166"],"abstract_inverted_index":{"Lie":[0],"detection":[1,38,79],"has":[2],"gained":[3],"importance":[4],"and":[5,31,64,92,99,139,149,159,165,169,189,198,247],"is":[6,135,180,239],"now":[7],"extremely":[8],"significant":[9,217],"in":[10,20,36,107,128,143,151],"a":[11,51,129,234],"variety":[12],"of":[13,90,186,225],"fields.":[14],"It":[15],"plays":[16],"an":[17,208,236],"important":[18],"role":[19],"several":[21],"domains,":[22],"including":[23],"law":[24],"enforcement,":[25],"criminal":[26],"investigations,":[27],"national":[28],"security,workplace":[29],"ethics,":[30],"personal":[32],"relationships.":[33],"As":[34],"advances":[35],"lie":[37,78],"continue":[39],"to":[40,54,115,136,181,183,214],"develop,":[41],"real-time":[42,75,130,251],"approaches":[43],"such":[44,57,81,95],"asvoice":[45],"stress":[46,138],"technology":[47],"have":[48,84],"emerged":[49],"as":[50,58,96,233],"feasible":[52],"alternative":[53],"traditional":[55],"methods":[56],"polygraph":[59],"testing.":[60],"Polygraph":[61],"testing,":[62,83],"ahistorical":[63],"generally":[65],"established":[66],"approach,":[67],"may":[68],"be":[69,174],"enhanced":[70],"or":[71],"replaced":[72],"bythese":[73],"revolutionary":[74],"techniques.":[76],"Traditional":[77],"procedures,":[80],"aspolygraph":[82],"been":[85],"challenged":[86],"for":[87,202,219,249],"their":[88,108,147],"lack":[89],"reliability":[91,150,246],"validity.":[93],"Newertechniques,":[94],"brain":[97],"imaging":[98],"machine":[100],"learning,":[101],"mightofferbetteroutcomes,":[102],"although":[103],"they":[104],"are":[105],"still":[106],"early":[109],"phasesand":[110],"require":[111],"additional":[112],"testing.Thisproject":[113],"intends":[114],"explorea":[116],"deception-detection":[117],"module":[118],"based":[119],"on":[120],"sophisticated":[121],"speech-stress":[122],"analysis":[123],"techniques":[124,197],"that":[125],"mightbe":[126],"applied":[127],"deception":[131],"system.":[132],"The":[133,163,177],"purpose":[134,179],"study":[137],"other":[140],"articulation":[141],"cues":[142],"voice":[144],"patterns,to":[145],"establish":[146],"precision":[148,248],"detecting":[152],"deceit,":[153],"by":[154],"building":[155],"upon":[156],"previous":[157],"knowledge":[158],"applying":[160],"state-of-the-art":[161],"architecture.":[162],"performance":[164],"accuracy":[166],"ofthe":[167],"system":[168],"its":[170,245],"audio":[171,226],"aspects":[172],"will":[173],"thoroughly":[175],"analyzed.":[176],"ultimate":[178],"contribute":[182],"the":[184,194,216,231],"advancement":[185],"more":[187],"accurate":[188],"reliable":[190],"lie-detection":[191],"systems,by":[192],"addressing":[193],"limitationsof":[195],"old":[196],"proposing":[199],"practical":[200],"solutions":[201],"varied":[203],"applications.":[204],"This":[205],"paper":[206],"proposes":[207],"efficient":[209],"feature-selection":[210],"strategy,whichusesrandom":[211],"forest":[212],"(RF)":[213],"selectonly":[215],"features":[218],"trainingwhena":[220],"real-life":[221],"trial":[222],"dataset":[223],"consisting":[224],"files":[227],"isemployed.":[228],"Next,":[229],"utilizing":[230],"RF":[232],"classifier,":[235],"accuracyof":[237],"88%":[238],"reachedthrough":[240],"comprehensive":[241],"evaluation,":[242],"thereby":[243],"confirming":[244],"lie-detectionin":[250],"scenarios.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":4}],"updated_date":"2026-10-20T09:52:01.089006","created_date":"2024-04-02T00:00:00"}
