{"id":"https://openalex.org/W4408352319","doi":"https://doi.org/10.1109/icassp49660.2025.10889399","title":"Generalize Audio Deepfake Algorithm Recognition via Attribution Enhancement","display_name":"Generalize Audio Deepfake Algorithm Recognition via Attribution Enhancement","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408352319","doi":"https://doi.org/10.1109/icassp49660.2025.10889399"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889399","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889399","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5040631940","display_name":"Zhigang Wang","orcid":"https://orcid.org/0000-0002-6210-1160"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Wang","raw_affiliation_strings":["Wuhan University,Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050526815","display_name":"Dengpan Ye","orcid":"https://orcid.org/0000-0003-2510-9523"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dengpan Ye","raw_affiliation_strings":["Wuhan University,Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088527707","display_name":"Jingyang Li","orcid":"https://orcid.org/0000-0002-5504-8816"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyang Li","raw_affiliation_strings":["Wuhan University,Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020820156","display_name":"Jiacheng Deng","orcid":"https://orcid.org/0000-0003-0452-4031"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiacheng Deng","raw_affiliation_strings":["Wuhan University,Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9868999719619751,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9868999719619751,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9725000262260437,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9659000039100647,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.731440544128418},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.47779402136802673},{"id":"https://openalex.org/keywords/authorship-attribution","display_name":"Authorship attribution","score":0.44982782006263733},{"id":"https://openalex.org/keywords/attribution","display_name":"Attribution","score":0.4455321431159973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4116598069667816},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39477571845054626},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09938457608222961}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.731440544128418},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.47779402136802673},{"id":"https://openalex.org/C3020202489","wikidata":"https://www.wikidata.org/wiki/Q2032038","display_name":"Authorship attribution","level":2,"score":0.44982782006263733},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.4455321431159973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4116598069667816},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39477571845054626},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09938457608222961},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889399","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889399","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W2696967604","https://openalex.org/W2808631503","https://openalex.org/W2964243274","https://openalex.org/W2969985801","https://openalex.org/W2972659941","https://openalex.org/W2998572311","https://openalex.org/W3015338123","https://openalex.org/W3024869864","https://openalex.org/W3128666957","https://openalex.org/W3161236344","https://openalex.org/W3201773091","https://openalex.org/W3209984917","https://openalex.org/W4221138880","https://openalex.org/W4225527248","https://openalex.org/W4283811667","https://openalex.org/W4381198892","https://openalex.org/W4400975066","https://openalex.org/W4402112533","https://openalex.org/W6780218876","https://openalex.org/W6783867762","https://openalex.org/W6805710207","https://openalex.org/W6850325175"],"related_works":["https://openalex.org/W2035546108","https://openalex.org/W2376361520","https://openalex.org/W2133328864","https://openalex.org/W2093949997","https://openalex.org/W2570200690","https://openalex.org/W2389726244","https://openalex.org/W3030478661","https://openalex.org/W4205570701","https://openalex.org/W2975078241","https://openalex.org/W2623063325"],"abstract_inverted_index":{"The":[0],"development":[1],"of":[2,37,63,109,123],"voice":[3,102],"cloning":[4,103],"techniques":[5],"has":[6],"made":[7],"forgery":[8],"audios":[9],"indistinguishable,":[10],"posing":[11],"an":[12,50,75,80],"urgency":[13],"to":[14,59,105],"trace":[15],"their":[16],"sources.":[17],"Many":[18],"existing":[19],"works":[20],"focus":[21],"on":[22,43,113,131],"improving":[23],"identification":[24],"accuracy":[25],"for":[26],"audio":[27,41,51,93],"deepfake":[28,52,94],"algorithm":[29,95,125],"recognition.":[30],"However,":[31],"most":[32],"methods":[33],"ignore":[34],"the":[35,61,68,88,107,114,121],"impact":[36],"complex":[38],"information":[39,76],"in":[40],"signals":[42],"attribution.":[44],"In":[45,84],"this":[46],"paper,":[47],"we":[48,86],"propose":[49,87],"attribution":[53],"enhancement":[54],"(ADAE)":[55],"strategy,":[56],"which":[57,137],"aims":[58],"magnify":[60],"fingerprints":[62],"generation":[64],"styles":[65],"by":[66],"removing":[67],"speaker":[69,82],"information.":[70],"This":[71],"is":[72],"achieved":[73],"through":[74],"disentangle":[77],"block":[78],"with":[79],"extra":[81],"encoder.":[83],"addition,":[85],"FakeSource":[89,115],"dataset,":[90],"a":[91,132],"novel":[92],"recognition":[96],"dataset":[97,116],"that":[98,118],"contains":[99],"25":[100],"different":[101],"algorithms,":[104],"address":[106],"constraint":[108],"data":[110],"scarcity.":[111],"Experiments":[112],"demonstrate":[117],"ADAE":[119,130],"improves":[120],"performance":[122],"unseen":[124],"detection.":[126],"We":[127],"also":[128],"assess":[129],"more":[133],"challenging":[134],"training-free":[135],"task":[136],"shows":[138],"competitive":[139],"performance.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
