{"id":"https://openalex.org/W4406458814","doi":"https://doi.org/10.1109/bigdata62323.2024.10825541","title":"AI Generated Speech Detection Using CNN","display_name":"AI Generated Speech Detection Using CNN","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406458814","doi":"https://doi.org/10.1109/bigdata62323.2024.10825541"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5115904570","display_name":"Meri\u00e7 Demir\u00f6rs","orcid":null},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Meri\u00e7 Demir\u00f6rs","raw_affiliation_strings":["TOBB University of Economics and Technology,Ankara,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"TOBB University of Economics and Technology,Ankara,T&#x00FC;rkiye","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044627947","display_name":"Toygar Akg\u00fcn","orcid":"https://orcid.org/0000-0001-9674-938X"},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Toygar Akg\u00fcn","raw_affiliation_strings":["TOBB University of Economics and Technology,Ankara,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"TOBB University of Economics and Technology,Ankara,T&#x00FC;rkiye","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048947308","display_name":"Ahmet Murat \u00d6zbayo\u011flu","orcid":"https://orcid.org/0000-0001-7998-5735"},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ahmet Murat \u00d6zbayo\u011flu","raw_affiliation_strings":["TOBB University of Economics and Technology,Ankara,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"TOBB University of Economics and Technology,Ankara,T&#x00FC;rkiye","institution_ids":["https://openalex.org/I13236232"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5115904570"],"corresponding_institution_ids":["https://openalex.org/I13236232"],"apc_list":null,"apc_paid":null,"fwci":0.3862,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71117703,"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":"7002","last_page":"7010"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"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/T10860","display_name":"Speech and Audio Processing","score":0.9991000294685364,"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/T11309","display_name":"Music and Audio Processing","score":0.9976000189781189,"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":0.7116082310676575},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6159111857414246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40085655450820923},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3536869287490845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7116082310676575},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6159111857414246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40085655450820923},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3536869287490845}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1904969684","https://openalex.org/W2101234009","https://openalex.org/W2295634712","https://openalex.org/W2982436869","https://openalex.org/W2989571531","https://openalex.org/W2998572311","https://openalex.org/W3024920698","https://openalex.org/W3082451925","https://openalex.org/W3095410713","https://openalex.org/W3129576130","https://openalex.org/W3173222908","https://openalex.org/W3197771105","https://openalex.org/W3209546571","https://openalex.org/W3213515747","https://openalex.org/W4214691743","https://openalex.org/W4225420087","https://openalex.org/W4297841787","https://openalex.org/W4311737082","https://openalex.org/W4312743281","https://openalex.org/W4312933868","https://openalex.org/W4380714711","https://openalex.org/W4382603054","https://openalex.org/W4385245566","https://openalex.org/W4385800847","https://openalex.org/W4386058741","https://openalex.org/W4386302282","https://openalex.org/W4389326242","https://openalex.org/W4389363808","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0,56],"recent":[1],"rapid":[2],"developments":[3],"in":[4,105],"generative-AI":[5,54],"research":[6],"has":[7,28],"made":[8],"it":[9],"exceedingly":[10],"hard":[11],"to":[12,33,46,109,124],"distinguish":[13],"artificially":[14],"generated":[15],"audio-visual":[16],"content":[17,27],"from":[18,90],"real":[19,92],"ones.":[20],"As":[21],"a":[22],"result,":[23],"reliably":[24],"detecting":[25],"synthetic":[26,48,84,135],"become":[29],"an":[30],"important":[31],"problem":[32],"solve.":[34],"In":[35],"this":[36,111],"study,":[37],"multiple":[38],"CNN,":[39,67],"FC":[40,68,128],"and":[41,69,75,129],"SVM":[42,70,130],"models":[43,71,118,131],"are":[44,72,119],"trained":[45,96],"detect":[47,134],"audio":[49,85],"signals":[50,86],"obtained":[51],"by":[52,94],"using":[53],"models.":[55,97],"test":[57],"results":[58,79],"show":[59,115],"that":[60,82,116],"the":[61,66,83,91,95,99,120],"best":[62],"accuracy":[63],"scores":[64],"for":[65],"99.06,":[73],"99.15":[74],"98.68%,":[76],"respectively.":[77],"These":[78],"point":[80],"out":[81],"can":[87,102,132],"be":[88,103],"discriminated":[89],"ones":[93],"Therefore,":[98],"proposed":[100],"solution":[101],"used":[104],"real-life":[106],"practical":[107],"applications":[108],"tackle":[110],"problem.":[112],"Our":[113],"analyses":[114],"CNN":[117],"most":[121],"suitable":[122],"compared":[123],"other":[125],"techniques,":[126],"as":[127],"also":[133],"audios":[136],"but":[137],"have":[138],"different":[139],"inherent":[140],"disadvantages.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
