{"id":"https://openalex.org/W4405709458","doi":"https://doi.org/10.1109/iscslp63861.2024.10800741","title":"Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio","display_name":"Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4405709458","doi":"https://doi.org/10.1109/iscslp63861.2024.10800741"},"language":"en","primary_location":{"id":"doi:10.1109/iscslp63861.2024.10800741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscslp63861.2024.10800741","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th International Symposium on Chinese Spoken Language Processing (ISCSLP)","raw_type":"proceedings-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/A5075284938","display_name":"Xiaolong Yan","orcid":"https://orcid.org/0009-0001-7368-8569"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinrui Yan","raw_affiliation_strings":["Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078525423","display_name":"Jiangyan Yi","orcid":"https://orcid.org/0000-0003-2422-4618"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangyan Yi","raw_affiliation_strings":["Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112613657","display_name":"Jianhua Tao","orcid":"https://orcid.org/0000-0002-9344-6428"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Tao","raw_affiliation_strings":["Tsinghua University,Department of Automation"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Automation","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107932029","display_name":"Yujie Chen","orcid":"https://orcid.org/0009-0006-4545-7313"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujie Chen","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101361643","display_name":"Hao Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Gu","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101679484","display_name":"Guanjun Li","orcid":"https://orcid.org/0000-0002-8200-5360"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanjun Li","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109580596","display_name":"Jielian Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junzuo Zhou","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109525927","display_name":"Yong Ren","orcid":"https://orcid.org/0009-0000-9015-000X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Ren","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024998766","display_name":"Tao Xu","orcid":"https://orcid.org/0000-0002-8260-9754"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Xu","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5075284938"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.3735,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61225036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"476","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9857000112533569,"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/T10860","display_name":"Speech and Audio Processing","score":0.9857000112533569,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9689000248908997,"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":0.951200008392334,"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/computer-science","display_name":"Computer science","score":0.7387489676475525},{"id":"https://openalex.org/keywords/attribution","display_name":"Attribution","score":0.6879987716674805},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6827094554901123},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5714443325996399},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36680012941360474},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10566115379333496},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10028305649757385},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.051300227642059326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7387489676475525},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.6879987716674805},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6827094554901123},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5714443325996399},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36680012941360474},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10566115379333496},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10028305649757385},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.051300227642059326},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscslp63861.2024.10800741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscslp63861.2024.10800741","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th International Symposium on Chinese Spoken Language Processing (ISCSLP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7154746879","display_name":null,"funder_award_id":"62322120,U21B2010,62306316,62206278","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2125838338","https://openalex.org/W2194775991","https://openalex.org/W2295634712","https://openalex.org/W2899726877","https://openalex.org/W2901114541","https://openalex.org/W2904509905","https://openalex.org/W2963149653","https://openalex.org/W2963924212","https://openalex.org/W2963995504","https://openalex.org/W2973218493","https://openalex.org/W2989571531","https://openalex.org/W2991318208","https://openalex.org/W3035224069","https://openalex.org/W3188049289","https://openalex.org/W3214871013","https://openalex.org/W4214756262","https://openalex.org/W4292957223","https://openalex.org/W4312417111","https://openalex.org/W4386075764","https://openalex.org/W4392904157","https://openalex.org/W4399768305","https://openalex.org/W6728622933","https://openalex.org/W6802159084","https://openalex.org/W6803950395","https://openalex.org/W6846298156","https://openalex.org/W6852177738"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"Open":[0],"environment":[1],"oriented":[2],"open":[3,87,197],"set":[4,88,198],"model":[5,89,199],"attribution":[6,90],"of":[7,21,91,110,167,192,201],"deepfake":[8,22,92,202],"audio":[9,93],"is":[10],"an":[11],"emerging":[12],"research":[13],"topic,":[14],"aiming":[15],"to":[16,36,116,163],"identify":[17],"the":[18,60,79,100,108,118,137,146,149,165,190,196],"generation":[19],"models":[20,42],"audio.":[23,203],"Most":[24],"previous":[25],"work":[26],"requires":[27],"manually":[28],"setting":[29],"a":[30,83,122],"rejection":[31,95],"threshold":[32,96,151,156],"for":[33,67,86,141,148,179],"unknown":[34,57,71],"classes":[35,181],"compare":[37],"with":[38,94,113],"predicted":[39],"probabilities.":[40],"However,":[41],"often":[43],"overfit":[44],"training":[45],"instances":[46],"and":[47,70,132,144,169],"generate":[48],"overly":[49],"confident":[50],"predictions.":[51],"Moreover,":[52],"thresholds":[53,178],"that":[54],"effectively":[55],"distin-guish":[56],"categories":[58,72],"in":[59,73,194],"current":[61],"dataset":[62],"may":[63],"not":[64],"be":[65],"suitable":[66],"identifying":[68],"known":[69],"another":[74],"data":[75],"distribution.":[76],"To":[77],"address":[78],"issues,":[80],"we":[81],"propose":[82],"novel":[84],"framework":[85],"adaptation":[97],"(ReTA).":[98],"Specifically,":[99],"reconstruction":[101,138,171],"error":[102,139],"learning":[103],"module":[104,158],"trains":[105],"by":[106],"combining":[107],"representation":[109],"system":[111],"fingerprints":[112],"labels":[114],"corresponding":[115],"either":[117],"target":[119],"class":[120,126,143],"or":[121],"randomly":[123],"chosen":[124],"other":[125],"label.":[127],"This":[128],"process":[129],"generates":[130],"matching":[131,168],"non-matching":[133,170],"re-constructed":[134],"samples,":[135],"establishing":[136],"distributions":[140,166],"each":[142],"laying":[145],"foundation":[147],"reject":[150,155,177],"calculation":[152,157],"module.":[153],"The":[154,186],"utilizes":[159],"gaussian":[160],"probability":[161,183],"estimation":[162],"fit":[164],"errors.":[172],"It":[173],"then":[174],"computes":[175],"adaptive":[176],"all":[180],"through":[182],"minimization":[184],"criteria.":[185],"experimental":[187],"results":[188],"demonstrate":[189],"effectiveness":[191],"ReTA":[193],"improving":[195],"attributes":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
