{"id":"https://openalex.org/W2080182915","doi":"https://doi.org/10.1515/bams-2013-0153","title":"Forensic voice comparison by means of artificial neural networks","display_name":"Forensic voice comparison by means of artificial neural networks","publication_year":2013,"publication_date":"2013-11-28","ids":{"openalex":"https://openalex.org/W2080182915","doi":"https://doi.org/10.1515/bams-2013-0153","mag":"2080182915"},"language":"en","primary_location":{"id":"doi:10.1515/bams-2013-0153","is_oa":false,"landing_page_url":"https://doi.org/10.1515/bams-2013-0153","pdf_url":null,"source":{"id":"https://openalex.org/S2764861201","display_name":"Bio-Algorithms and Med-Systems","issn_l":"1895-9091","issn":["1895-9091","1896-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"bams","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ruj.uj.edu.pl/xmlui/handle/item/132367","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042626097","display_name":"Kinga Sa\u0142apa","orcid":null},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Kinga Sa\u0142apa","raw_affiliation_strings":["Department of Bioinformatics and Telemedicine, Jagiellonian University Medical College, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics and Telemedicine, Jagiellonian University Medical College, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042980756","display_name":"Agata Trawi\u0144ska","orcid":"https://orcid.org/0000-0002-3982-5830"},"institutions":[{"id":"https://openalex.org/I4210149723","display_name":"Krakow Cardiovascular Research Institute","ror":"https://ror.org/05c3cgy93","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210149723"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Agata Trawi\u0144ska","raw_affiliation_strings":["Institute of Forensic Research, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Forensic Research, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210149723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061129851","display_name":"Irena Roterman\u2010Konieczna","orcid":null},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Irena Roterman-Konieczna","raw_affiliation_strings":["Department of Bioinformatics and Telemedicine, Jagiellonian University Medical College, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics and Telemedicine, Jagiellonian University Medical College, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042626097"],"corresponding_institution_ids":["https://openalex.org/I126596746"],"apc_list":null,"apc_paid":null,"fwci":0.9887,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82982038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9","issue":"4","first_page":"191","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9995999932289124,"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/T10403","display_name":"Phonetics and Phonology Research","score":0.9983999729156494,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/formant","display_name":"Formant","score":0.9004985094070435},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7737687230110168},{"id":"https://openalex.org/keywords/vowel","display_name":"Vowel","score":0.7165473699569702},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6208950281143188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6147617697715759},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5897796154022217},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5612958073616028},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.47316011786460876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4316597580909729},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4142320156097412},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39900708198547363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18656498193740845},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12950855493545532}],"concepts":[{"id":"https://openalex.org/C158215666","wikidata":"https://www.wikidata.org/wiki/Q1414685","display_name":"Formant","level":3,"score":0.9004985094070435},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7737687230110168},{"id":"https://openalex.org/C2779581591","wikidata":"https://www.wikidata.org/wiki/Q36244","display_name":"Vowel","level":2,"score":0.7165473699569702},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6208950281143188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6147617697715759},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5897796154022217},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5612958073616028},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.47316011786460876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4316597580909729},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4142320156097412},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39900708198547363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18656498193740845},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12950855493545532},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1515/bams-2013-0153","is_oa":false,"landing_page_url":"https://doi.org/10.1515/bams-2013-0153","pdf_url":null,"source":{"id":"https://openalex.org/S2764861201","display_name":"Bio-Algorithms and Med-Systems","issn_l":"1895-9091","issn":["1895-9091","1896-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"bams","raw_type":"journal-article"},{"id":"pmh:oai:ruj.uj.edu.pl:item/132367","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/132367","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"artyku\u0142 w czasopi\u015bmie"},{"id":"pmh:oai:ruj.uj.edu.pl:item/114090","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/114090","pdf_url":null,"source":{"id":"https://openalex.org/S4306401249","display_name":"Jagiellonian University Repository (Jagiellonian University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126596746","host_organization_name":"Jagiellonian University","host_organization_lineage":["https://openalex.org/I126596746"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ruj.uj.edu.pl:item/97019","is_oa":false,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/97019","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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":"","raw_type":"artyku\u0142 w czasopi\u015bmie"}],"best_oa_location":{"id":"pmh:oai:ruj.uj.edu.pl:item/132367","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/132367","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"artyku\u0142 w czasopi\u015bmie"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W36433003","https://openalex.org/W1013166742","https://openalex.org/W1663973292","https://openalex.org/W1993330843","https://openalex.org/W1998805768","https://openalex.org/W2026158767","https://openalex.org/W2104719377","https://openalex.org/W2111505984","https://openalex.org/W2181528586"],"related_works":["https://openalex.org/W2028715205","https://openalex.org/W2344358524","https://openalex.org/W2053092242","https://openalex.org/W2060888333","https://openalex.org/W2028342517","https://openalex.org/W2050311283","https://openalex.org/W2942435052","https://openalex.org/W3169184738","https://openalex.org/W2007544974","https://openalex.org/W2088226925"],"abstract_inverted_index":{"Abstract":[0],"This":[1,16,47],"article":[2],"examines":[3],"the":[4,69,84,101,105,112,120,125],"effectiveness":[5,113],"of":[6,33,62,100,107,114,127],"artificial":[7],"neural":[8,76],"networks":[9,77],"(ANNs)":[10],"as":[11,45],"forensic":[12],"voice":[13],"comparison":[14],"techniques.":[15],"study":[17],"specifically":[18],"considers":[19],"feed-forward":[20],"multilayer":[21],"perceptron":[22],"(MLP)":[23],"and":[24],"radial":[25],"basic":[26],"function":[27],"(RBF)":[28],"network":[29],"models.":[30],"Formant":[31],"frequencies":[32,61],"Polish":[34],"vowel":[35,108],"e":[36,109],"(stressed":[37],"or":[38],"unstressed)":[39],"in":[40,52,67,80],"selected":[41],"contexts":[42],"were":[43],"used":[44],"predictors.":[46],"has":[48,72],"already":[49],"been":[50,73],"confirmed":[51],"an":[53],"earlier":[54],"investigation":[55,102],"that":[56,58,75,124],"determined":[57,123],"dynamic":[59],"formant":[60],"vowels":[63],"are":[64],"powerful":[65],"elements":[66],"distinguishing":[68,81],"voice.":[70],"It":[71],"concluded":[74],"might":[78],"assist":[79],"speakers":[82],"from":[83],"others":[85],"with":[86],"very":[87],"good":[88],"accuracy,":[89],"reaching":[90],"100%.":[91],"MLP":[92],"models":[93],"should":[94],"be":[95],"given":[96],"preference.":[97],"The":[98],"results":[99],"have":[103,122],"shown":[104],"influence":[106],"triads":[110],"on":[111,133],"correct":[115],"classification":[116,128],"rates.":[117],"In":[118],"addition,":[119],"authors":[121],"accuracy":[126],"is":[129],"greater":[130],"when":[131],"based":[132],"a":[134],"single":[135],"context":[136],"than":[137],"for":[138],"similar":[139],"input":[140],"data":[141],"aggregated":[142],"over":[143],"several":[144],"different":[145],"contexts.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
