{"id":"https://openalex.org/W4413446752","doi":"https://doi.org/10.1007/s13042-025-02777-9","title":"Optimizing deepfake audio detection: fragment feature overlaid quantization model for high accuracy and efficiency","display_name":"Optimizing deepfake audio detection: fragment feature overlaid quantization model for high accuracy and efficiency","publication_year":2025,"publication_date":"2025-08-23","ids":{"openalex":"https://openalex.org/W4413446752","doi":"https://doi.org/10.1007/s13042-025-02777-9"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02777-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02777-9","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},"type":"article","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/A5007376545","display_name":"Esraa Hassan","orcid":"https://orcid.org/0000-0002-1021-717X"},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Esraa Hassan","raw_affiliation_strings":["Faculty of Artificial Intelligence, Kafrelsheikh University, Kafrelsheikh, 33511, Egypt"],"affiliations":[{"raw_affiliation_string":"Faculty of Artificial Intelligence, Kafrelsheikh University, Kafrelsheikh, 33511, Egypt","institution_ids":["https://openalex.org/I130309236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114325599","display_name":"Sarah Abu Ghazalah","orcid":null},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sarah Abu Ghazalah","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058999643","display_name":"Fatima Alshehri","orcid":"https://orcid.org/0009-0007-9300-1326"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fatima Al-Shehri","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028398931","display_name":"S. Qadir","orcid":null},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Suhail Qadir","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007376545"],"corresponding_institution_ids":["https://openalex.org/I130309236"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21707134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"11","first_page":"8933","last_page":"8952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9994000196456909,"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/T10860","display_name":"Speech and Audio Processing","score":0.984499990940094,"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/fragment","display_name":"Fragment (logic)","score":0.7763321399688721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7180635333061218},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6086240410804749},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5833120942115784},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5466315746307373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5163108706474304},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4728206396102905},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3638916611671448},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2967987656593323},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07373917102813721}],"concepts":[{"id":"https://openalex.org/C2776235265","wikidata":"https://www.wikidata.org/wiki/Q18392052","display_name":"Fragment (logic)","level":2,"score":0.7763321399688721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7180635333061218},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6086240410804749},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5833120942115784},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5466315746307373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5163108706474304},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4728206396102905},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3638916611671448},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2967987656593323},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07373917102813721},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02777-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02777-9","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2084677244","https://openalex.org/W2588001850","https://openalex.org/W2950733131","https://openalex.org/W4388498562","https://openalex.org/W4390478144","https://openalex.org/W4390591007","https://openalex.org/W4390904916","https://openalex.org/W4391216102","https://openalex.org/W4391882230","https://openalex.org/W4392159055","https://openalex.org/W4392405634","https://openalex.org/W4392944398","https://openalex.org/W4393147132","https://openalex.org/W4393147284","https://openalex.org/W4393157004","https://openalex.org/W4393159099","https://openalex.org/W4393160237","https://openalex.org/W4393160423","https://openalex.org/W4393161192","https://openalex.org/W4393339488","https://openalex.org/W4393364569","https://openalex.org/W4393377704","https://openalex.org/W4394586020","https://openalex.org/W4395056473","https://openalex.org/W4395680404","https://openalex.org/W4396782801","https://openalex.org/W4396889879","https://openalex.org/W4396893475","https://openalex.org/W4396980832","https://openalex.org/W4396982411","https://openalex.org/W4398147491","https://openalex.org/W4399148086","https://openalex.org/W4399282646","https://openalex.org/W4399528563","https://openalex.org/W4399880747","https://openalex.org/W4400088967","https://openalex.org/W4400144926","https://openalex.org/W4401174324","https://openalex.org/W4401567938","https://openalex.org/W4402601013","https://openalex.org/W4402620455","https://openalex.org/W4402716122","https://openalex.org/W4402916174","https://openalex.org/W4405824199","https://openalex.org/W4405908786","https://openalex.org/W6738979783"],"related_works":["https://openalex.org/W1973480752","https://openalex.org/W2805502594","https://openalex.org/W3132641048","https://openalex.org/W4403688099","https://openalex.org/W4253208712","https://openalex.org/W31439402","https://openalex.org/W2217679042","https://openalex.org/W1603677234","https://openalex.org/W2525971763","https://openalex.org/W2984753899"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-08T23:21:52.890332","created_date":"2025-10-10T00:00:00"}