{"id":"https://openalex.org/W4405709464","doi":"https://doi.org/10.1109/iscslp63861.2024.10800375","title":"Does Current Deepfake Audio Detection Model Effectively Detect ALM-Based Deepfake Audio?","display_name":"Does Current Deepfake Audio Detection Model Effectively Detect ALM-Based Deepfake Audio?","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4405709464","doi":"https://doi.org/10.1109/iscslp63861.2024.10800375"},"language":"en","primary_location":{"id":"doi:10.1109/iscslp63861.2024.10800375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscslp63861.2024.10800375","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/A5044573835","display_name":"Yuankun Xie","orcid":"https://orcid.org/0000-0002-8366-9011"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]},{"id":"https://openalex.org/I4391768176","display_name":"State Key Laboratory of Media Convergence and Communication","ror":"https://ror.org/0595ys057","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391768176","https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuankun Xie","raw_affiliation_strings":["Communication University of China,State Key Laboratory of Media Convergence and Communication"],"affiliations":[{"raw_affiliation_string":"Communication University of China,State Key Laboratory of Media Convergence and Communication","institution_ids":["https://openalex.org/I75689368","https://openalex.org/I4391768176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107672125","display_name":"Chenxu Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxu Xiong","raw_affiliation_strings":["SDU-ANU Joint Science College, Shandong University,Weihai"],"affiliations":[{"raw_affiliation_string":"SDU-ANU Joint Science College, Shandong University,Weihai","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730229","display_name":"Xiaopeng Wang","orcid":"https://orcid.org/0000-0003-1343-5823"},"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":"Xiaopeng Wang","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/A5100443928","display_name":"Zhiyong Wang","orcid":"https://orcid.org/0000-0002-4956-1541"},"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":"Zhiyong Wang","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/A5101756934","display_name":"Yi Lu","orcid":"https://orcid.org/0000-0002-0912-7724"},"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":"Yi Lu","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/A5100754981","display_name":"Xin Qi","orcid":"https://orcid.org/0000-0002-9204-6457"},"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":"Xin Qi","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/A5073918837","display_name":"Ruibo Fu","orcid":"https://orcid.org/0000-0001-9598-1881"},"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":"Ruibo Fu","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/A5100778215","display_name":"Yukun Liu","orcid":"https://orcid.org/0000-0003-2994-5393"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukun Liu","raw_affiliation_strings":["School of Artificial Intelligence, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111856667","display_name":"Zhengqi Wen","orcid":null},"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":"Zhengqi Wen","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology","institution_ids":["https://openalex.org/I99065089"]}]},{"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/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":"last","author":{"id":"https://openalex.org/A5100600271","display_name":"Long Ye","orcid":"https://orcid.org/0000-0002-3562-5612"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]},{"id":"https://openalex.org/I4391768176","display_name":"State Key Laboratory of Media Convergence and Communication","ror":"https://ror.org/0595ys057","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391768176","https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Ye","raw_affiliation_strings":["Communication University of China,State Key Laboratory of Media Convergence and Communication"],"affiliations":[{"raw_affiliation_string":"Communication University of China,State Key Laboratory of Media Convergence and Communication","institution_ids":["https://openalex.org/I75689368","https://openalex.org/I4391768176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5044573835"],"corresponding_institution_ids":["https://openalex.org/I4391768176","https://openalex.org/I75689368"],"apc_list":null,"apc_paid":null,"fwci":0.6585,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70052994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"481","last_page":"485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9340999722480774,"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":0.9340999722480774,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.930899977684021,"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":0.7841559052467346},{"id":"https://openalex.org/keywords/audio-analyzer","display_name":"Audio analyzer","score":0.4658578038215637},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4031902253627777},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.3411358594894409},{"id":"https://openalex.org/keywords/audio-signal-processing","display_name":"Audio signal processing","score":0.28795236349105835},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.15481185913085938}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7841559052467346},{"id":"https://openalex.org/C160372630","wikidata":"https://www.wikidata.org/wiki/Q4819855","display_name":"Audio analyzer","level":5,"score":0.4658578038215637},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4031902253627777},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.3411358594894409},{"id":"https://openalex.org/C127220857","wikidata":"https://www.wikidata.org/wiki/Q2719318","display_name":"Audio signal processing","level":4,"score":0.28795236349105835},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.15481185913085938}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscslp63861.2024.10800375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscslp63861.2024.10800375","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/G6536750701","display_name":null,"funder_award_id":"62101553,62306316,U21B20210,62201571","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":28,"referenced_works":["https://openalex.org/W2972811785","https://openalex.org/W3128666957","https://openalex.org/W3201773091","https://openalex.org/W4225527248","https://openalex.org/W4297841635","https://openalex.org/W4307323391","https://openalex.org/W4381198892","https://openalex.org/W4381786045","https://openalex.org/W4385822347","https://openalex.org/W4387595589","https://openalex.org/W4387665604","https://openalex.org/W4402111655","https://openalex.org/W4402112251","https://openalex.org/W6845479124","https://openalex.org/W6848735303","https://openalex.org/W6849105126","https://openalex.org/W6850334629","https://openalex.org/W6853096648","https://openalex.org/W6853611000","https://openalex.org/W6856126247","https://openalex.org/W6856362840","https://openalex.org/W6856434366","https://openalex.org/W6861001475","https://openalex.org/W6862144568","https://openalex.org/W6862435102","https://openalex.org/W6864145738","https://openalex.org/W6866143339","https://openalex.org/W6869425021"],"related_works":["https://openalex.org/W2098934641","https://openalex.org/W1996547972","https://openalex.org/W2139941521","https://openalex.org/W2227972867","https://openalex.org/W2794811190","https://openalex.org/W3110605476","https://openalex.org/W2363866404","https://openalex.org/W9205999","https://openalex.org/W2392717295","https://openalex.org/W2494591065"],"abstract_inverted_index":{"Currently,":[0],"Audio":[1],"Language":[2],"Models":[3],"(ALMs)":[4],"are":[5],"rapidly":[6],"advancing":[7],"due":[8],"to":[9,27,44,52,88],"the":[10,25,63,78,85,94],"developments":[11],"in":[12,124],"large":[13],"language":[14],"models":[15],"and":[16,34,83],"audio":[17,48,55,82,127],"neural":[18],"codecs.":[19],"These":[20],"ALMs":[21],"have":[22,56],"significantly":[23],"lowered":[24],"bar-rier":[26],"creating":[28],"deepfake":[29,38,49,81,126],"audio,":[30,39,102],"generating":[31],"highly":[32],"realistic":[33],"diverse":[35],"types":[36,76],"of":[37,65,77],"which":[40,113],"pose":[41],"severe":[42],"threats":[43],"society.":[45],"Consequently,":[46],"effective":[47],"detection":[50],"tech-nologies":[51],"detect":[53,100],"ALM-based":[54,70,80,101,125],"become":[57],"increasingly":[58],"critical.":[59],"This":[60,117],"paper":[61],"investigate":[62],"effectiveness":[64],"current":[66],"coun-termeasure":[67],"(CM)":[68],"against":[69],"audio.":[71],"Specifically,":[72],"we":[73],"collect":[74],"12":[75],"latest":[79,86,95],"utilizing":[84],"CMs":[87],"evaluate.":[89],"Our":[90],"findings":[91],"reveal":[92],"that":[93],"codec-trained":[96],"CM":[97],"can":[98],"effectively":[99],"achieving":[103],"0%":[104],"equal":[105],"error":[106],"rate":[107],"under":[108],"most":[109],"ALM":[110],"test":[111],"conditions'":[112],"exceeded":[114],"our":[115],"expectations.":[116],"indicates":[118],"promising":[119],"directions":[120],"for":[121],"future":[122],"research":[123],"detection.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
