{"id":"https://openalex.org/W4404031736","doi":"https://doi.org/10.1109/icccnt61001.2024.10725501","title":"Safeguarding Audio Integrity: Ensemble Architectures for Real-World Fake Audio Identification","display_name":"Safeguarding Audio Integrity: Ensemble Architectures for Real-World Fake Audio Identification","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031736","doi":"https://doi.org/10.1109/icccnt61001.2024.10725501"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725501","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5022958200","display_name":"S.Psi. Taufik Kasturi","orcid":"https://orcid.org/0000-0001-8496-5595"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Soundarya Lahari Kasturi","raw_affiliation_strings":["Vellore Institute of Technology,School of Computer Science Engineering and Information Systems,Vellore,India"],"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology,School of Computer Science Engineering and Information Systems,Vellore,India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015796218","display_name":"S. Nivetha","orcid":"https://orcid.org/0009-0009-7810-2553"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S Nivetha","raw_affiliation_strings":["Vellore Institute of Technology,School of Computer Science Engineering and Information Systems,Vellore,India"],"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology,School of Computer Science Engineering and Information Systems,Vellore,India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088000642","display_name":"B. Selva Rani","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B Selva Rani","raw_affiliation_strings":["Vellore Institute of Technology,School of Computer Science Engineering and Information Systems,Vellore,India"],"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology,School of Computer Science Engineering and Information Systems,Vellore,India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078685519","display_name":"S. Vairamuthu","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S Vairamuthu","raw_affiliation_strings":["Vellore Institute of Technology,School of Computer Science Engineering and Information Systems,Vellore,India"],"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology,School of Computer Science Engineering and Information Systems,Vellore,India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082694737","display_name":"Sourabh Tiwari","orcid":"https://orcid.org/0000-0001-7641-2149"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sourabh Tiwari","raw_affiliation_strings":["Voice Intelligence Group Samsung R&#x0026;D Institute,Bengaluru,India"],"affiliations":[{"raw_affiliation_string":"Voice Intelligence Group Samsung R&#x0026;D Institute,Bengaluru,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101440221","display_name":"Devendra Kumar Yadav","orcid":"https://orcid.org/0000-0003-3158-1322"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Devendra Yadav","raw_affiliation_strings":["Voice Intelligence Group Samsung R&#x0026;D Institute,Bengaluru,India"],"affiliations":[{"raw_affiliation_string":"Voice Intelligence Group Samsung R&#x0026;D Institute,Bengaluru,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063903476","display_name":"Rashmi T Shankarappa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rashmi T Shankarappa","raw_affiliation_strings":["Voice Intelligence Group Samsung R&#x0026;D Institute,Bengaluru,India"],"affiliations":[{"raw_affiliation_string":"Voice Intelligence Group Samsung R&#x0026;D Institute,Bengaluru,India","institution_ids":["https://openalex.org/I4210139030"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022958200"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19621873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9977999925613403,"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":0.9977999925613403,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9803000092506409,"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":0.9775999784469604,"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/safeguarding","display_name":"Safeguarding","score":0.7500498294830322},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7234171032905579},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5746922492980957},{"id":"https://openalex.org/keywords/audio-signal-processing","display_name":"Audio signal processing","score":0.4114406108856201},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.3935800790786743},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3804125189781189},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32193636894226074},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.22678077220916748}],"concepts":[{"id":"https://openalex.org/C2776743756","wikidata":"https://www.wikidata.org/wiki/Q5097921","display_name":"Safeguarding","level":2,"score":0.7500498294830322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7234171032905579},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5746922492980957},{"id":"https://openalex.org/C127220857","wikidata":"https://www.wikidata.org/wiki/Q2719318","display_name":"Audio signal processing","level":4,"score":0.4114406108856201},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.3935800790786743},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3804125189781189},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32193636894226074},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.22678077220916748},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725501","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1604510059","https://openalex.org/W1920434550","https://openalex.org/W2018824025","https://openalex.org/W2031376335","https://openalex.org/W2062715730","https://openalex.org/W2070230130","https://openalex.org/W2103250316","https://openalex.org/W2124950872","https://openalex.org/W2129142580","https://openalex.org/W2153914468","https://openalex.org/W2588445447","https://openalex.org/W2799053639","https://openalex.org/W2940820519","https://openalex.org/W2971219780","https://openalex.org/W3093488603","https://openalex.org/W3192350591","https://openalex.org/W3197358873","https://openalex.org/W3209552243","https://openalex.org/W3213515747","https://openalex.org/W4220772625","https://openalex.org/W4221094122","https://openalex.org/W4221165534","https://openalex.org/W4224256913","https://openalex.org/W4298635730","https://openalex.org/W4299806750","https://openalex.org/W4307268363","https://openalex.org/W4309311053","https://openalex.org/W4312097391","https://openalex.org/W4312460853","https://openalex.org/W4367046815","https://openalex.org/W6637209432","https://openalex.org/W6712933333","https://openalex.org/W6855737137","https://openalex.org/W6862754981"],"related_works":["https://openalex.org/W2289868279","https://openalex.org/W4231351862","https://openalex.org/W4212794605","https://openalex.org/W4315836293","https://openalex.org/W4243888788","https://openalex.org/W2769884427","https://openalex.org/W2088690926","https://openalex.org/W2157165686","https://openalex.org/W2371215329","https://openalex.org/W1975359510"],"abstract_inverted_index":{"Through":[0],"this":[1],"research,":[2],"we":[3],"introduce":[4],"a":[5,33],"unique":[6],"Audio":[7],"Spoof":[8],"Detection":[9],"System":[10],"for":[11],"distinguishing":[12],"between":[13],"actual,":[14],"fraudulent,":[15],"and":[16,51,86,114,132],"generated":[17],"audio":[18,29],"recordings.":[19],"Strong":[20],"detection":[21],"algorithms":[22],"are":[23,61],"required":[24],"since":[25],"the":[26,37,67,108,130],"spread":[27],"of":[28,39,43,69],"modification":[30],"techniques":[31],"poses":[32],"major":[34],"threat":[35],"to":[36,55,65,129],"integrity":[38],"audio-based":[40],"systems.":[41],"Combination":[42],"7":[44],"key":[45],"voice":[46],"features":[47],"from":[48],"cepstral":[49],"coefficients":[50],"spectrograms":[52],"were":[53],"used":[54],"cover":[56],"all":[57],"possible":[58],"spoofing.":[59],"We":[60],"proposing":[62],"ensemble":[63],"methods":[64],"enhance":[66],"accuracy":[68],"conventional":[70],"machine":[71],"learning":[72,88],"models":[73,89],"such":[74,90],"as":[75,91],"Random":[76],"Forest,":[77],"State":[78],"Vector":[79],"Classifier":[80],"(SVC),":[81],"K-Nearest":[82],"Neighbors":[83],"(KNN)":[84],"etc.":[85,101],"deep":[87],"Recurrent":[92],"Neural":[93,97],"Networks":[94,98],"(RNN),":[95],"Time-Delay":[96],"(TDNN),":[99],"SqueezeNet":[100],"The":[102],"proposed":[103,123],"model":[104,124],"is":[105],"evaluated":[106],"using":[107],"ASVspoof":[109],"2021":[110],"logical":[111],"access":[112],"(LA)":[113],"Deep":[115],"Voice":[116],"dataset.":[117],"Experimental":[118],"results":[119],"show":[120],"that":[121],"our":[122],"significantly":[125],"elevates":[126],"performance":[127],"compared":[128],"baseline":[131],"state-of-the-art":[133],"models.":[134]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
