{"id":"https://openalex.org/W4402037602","doi":"https://doi.org/10.1186/s13640-024-00641-4","title":"Comprehensive multiparametric analysis of human deepfake speech recognition","display_name":"Comprehensive multiparametric analysis of human deepfake speech recognition","publication_year":2024,"publication_date":"2024-08-30","ids":{"openalex":"https://openalex.org/W4402037602","doi":"https://doi.org/10.1186/s13640-024-00641-4"},"language":"en","primary_location":{"id":"doi:10.1186/s13640-024-00641-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-024-00641-4","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13640-024-00641-4","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13640-024-00641-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088145356","display_name":"Kamil Malinka","orcid":"https://orcid.org/0000-0002-9009-2193"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Kamil Malinka","raw_affiliation_strings":["Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012747080","display_name":"Anton Firc","orcid":"https://orcid.org/0000-0002-4717-1910"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Anton Firc","raw_affiliation_strings":["Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-4717-1910","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098730529","display_name":"Milan \u0160alko","orcid":"https://orcid.org/0009-0004-9604-168X"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Milan \u0160alko","raw_affiliation_strings":["Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093503846","display_name":"Daniel Prudk\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Daniel Prudk\u00fd","raw_affiliation_strings":["Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106870881","display_name":"Karol\u00edna Rada\u010dovsk\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Karol\u00edna Rada\u010dovsk\u00e1","raw_affiliation_strings":["Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008969416","display_name":"Petr Han\u00e1\u010dek","orcid":"https://orcid.org/0000-0001-5507-0768"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Han\u00e1\u010dek","raw_affiliation_strings":["Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Brno University of Technology, Bo\u017eet\u011bchova 2, 61200, Brno, CZ, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5088145356"],"corresponding_institution_ids":["https://openalex.org/I60587646"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":3.1602,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92725848,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"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":0.9998000264167786,"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/T10860","display_name":"Speech and Audio Processing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/biometrics","display_name":"Biometrics","score":0.7594432234764099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5584584474563599},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4067082405090332},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39258673787117004},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3859560489654541},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3371278643608093}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7594432234764099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5584584474563599},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4067082405090332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39258673787117004},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3859560489654541},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3371278643608093}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s13640-024-00641-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-024-00641-4","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13640-024-00641-4","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},{"id":"pmh:oai:https://dspace.vut.cz:11012/252348","is_oa":true,"landing_page_url":"https://hdl.handle.net/11012/252348","pdf_url":"https://dspace.vut.cz/bitstreams/7c8e6bdd-fc47-4729-9bf0-b6b012c0e166/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"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":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:doaj.org/article:a3afdb0ac65f447bb3429767907a6bed","is_oa":false,"landing_page_url":"https://doaj.org/article/a3afdb0ac65f447bb3429767907a6bed","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":"EURASIP Journal on Image and Video Processing, Vol 2024, Iss 1, Pp 1-25 (2024)","raw_type":"article"},{"id":"pmh:oai:dspace.vut.cz:11012/252348","is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/252348","pdf_url":null,"source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"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":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1186/s13640-024-00641-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-024-00641-4","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13640-024-00641-4","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G4543939094","display_name":null,"funder_award_id":"VB02000060","funder_id":"https://openalex.org/F4320311333","funder_display_name":"Ministerstvo Vnitra \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G4954493761","display_name":null,"funder_award_id":"FIT-S-23-8151","funder_id":"https://openalex.org/F4320322748","funder_display_name":"Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Brn\u011b"},{"id":"https://openalex.org/G6728435477","display_name":null,"funder_award_id":"FIT-S-23-8151","funder_id":"https://openalex.org/F4320336543","funder_display_name":"Fakulta Informa\u010dn\u00edch Technologi\u00ed, Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Brn\u011b"}],"funders":[{"id":"https://openalex.org/F4320311333","display_name":"Ministerstvo Vnitra \u010cesk\u00e9 Republiky","ror":"https://ror.org/05w1nn565"},{"id":"https://openalex.org/F4320322748","display_name":"Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Brn\u011b","ror":"https://ror.org/03613d656"},{"id":"https://openalex.org/F4320336543","display_name":"Fakulta Informa\u010dn\u00edch Technologi\u00ed, Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Brn\u011b","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402037602.pdf","grobid_xml":"https://content.openalex.org/works/W4402037602.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W349236604","https://openalex.org/W1987063924","https://openalex.org/W2163470562","https://openalex.org/W2471520273","https://openalex.org/W2478536678","https://openalex.org/W2982058372","https://openalex.org/W2989851933","https://openalex.org/W3019200173","https://openalex.org/W3026777299","https://openalex.org/W3125803510","https://openalex.org/W3162906949","https://openalex.org/W3183869905","https://openalex.org/W3186285959","https://openalex.org/W3200455234","https://openalex.org/W3209972423","https://openalex.org/W4213449918","https://openalex.org/W4229013341","https://openalex.org/W4312451386","https://openalex.org/W4362574774","https://openalex.org/W4381851764","https://openalex.org/W4385483249","https://openalex.org/W4386034004","https://openalex.org/W4389777316","https://openalex.org/W4391146544","https://openalex.org/W4398165748","https://openalex.org/W4398186462","https://openalex.org/W4402130146","https://openalex.org/W6950144045"],"related_works":["https://openalex.org/W2076845124","https://openalex.org/W2183964146","https://openalex.org/W2379932303","https://openalex.org/W3147744369","https://openalex.org/W4241440711","https://openalex.org/W2062586268","https://openalex.org/W2019582947","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2],"paper,":[3],"we":[4,24,75],"undertake":[5],"a":[6,77,90],"novel":[7,78],"two-pronged":[8],"investigation":[9],"into":[10,68,93],"the":[11,29,59,82,95,107,115,124],"human":[12,69,101,132,141],"recognition":[13],"of":[14,28,31,53,61,84,97,109,117,126],"deepfake":[15,35,54,63,85,98,118],"speech,":[16],"addressing":[17],"critical":[18],"gaps":[19],"in":[20,51],"existing":[21],"research.":[22],"First,":[23],"pioneer":[25],"an":[26],"evaluation":[27],"impact":[30],"prior":[32,110],"information":[33],"on":[34],"recognition,":[36],"setting":[37],"our":[38,121],"work":[39],"apart":[40],"by":[41],"simulating":[42],"real-world":[43,62],"attack":[44],"scenarios":[45],"where":[46],"individuals":[47],"are":[48],"not":[49],"informed":[50],"advance":[52],"exposure.":[55],"This":[56,87],"approach":[57],"simulates":[58],"unpredictability":[60],"attacks,":[64],"providing":[65],"unprecedented":[66],"insights":[67],"vulnerability":[70,133],"under":[71],"realistic":[72],"conditions.":[73],"Second,":[74],"introduce":[76],"metric":[79,88],"to":[80,130,134,139],"evaluate":[81],"quality":[83,96],"audio.":[86],"facilitates":[89],"deeper":[91],"exploration":[92],"how":[94],"speech":[99,119],"influences":[100],"detection":[102,142],"accuracy.":[103],"By":[104],"examining":[105],"both":[106],"effect":[108],"knowledge":[111],"about":[112],"deepfakes":[113],"and":[114,136],"role":[116],"quality,":[120],"research":[122],"reveals":[123],"importance":[125],"these":[127],"factors,":[128],"contributes":[129],"understanding":[131],"deepfakes,":[135],"suggests":[137],"measures":[138],"enhance":[140],"skills.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2024-08-31T00:00:00"}