{"id":"https://openalex.org/W7128962016","doi":"https://doi.org/10.65540/jar.v12i.963","title":"FAST FOURIER TRANSFORM AND DISCRETE WAVELET TRANSFORM TO ENHANCE BIOMETRIC VOICE RECOGNITION","display_name":"FAST FOURIER TRANSFORM AND DISCRETE WAVELET TRANSFORM TO ENHANCE BIOMETRIC VOICE RECOGNITION","publication_year":2018,"publication_date":"2018-06-30","ids":{"openalex":"https://openalex.org/W7128962016","doi":"https://doi.org/10.65540/jar.v12i.963"},"language":"en","primary_location":{"id":"doi:10.65540/jar.v12i.963","doi":"https://doi.org/10.65540/jar.v12i.963","is_oa":true,"landing_page_url":"https://doi.org/10.65540/jar.v12i.963","pdf_url":"https://lam-journal.ly/index.php/jar/article/download/963/756","source":{"id":"https://openalex.org/S5407054271","display_name":"\u0645\u062c\u0644\u0629 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629","issn_l":"3106-0765","issn":["3106-0765"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210161365","host_organization_name":"Libyan Academy","host_organization_lineage":["https://openalex.org/I4210161365"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0645\u062c\u0644\u0629 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://lam-journal.ly/index.php/jar/article/download/963/756","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126060629","display_name":"Najat Ahmed Elteraiki1","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210161365","display_name":"Libyan Academy","ror":"https://ror.org/05s3qq987","country_code":"LY","type":"education","lineage":["https://openalex.org/I4210161365"]},{"id":"https://openalex.org/I4405285223","display_name":"The Libyan Academy for Postgraduate Studies-Misurata","ror":"https://ror.org/050rpcw19","country_code":"LY","type":"education","lineage":["https://openalex.org/I4210161365","https://openalex.org/I4405285223"]}],"countries":["LY"],"is_corresponding":false,"raw_author_name":"Najat Ahmed Elteraiki1","raw_affiliation_strings":["2Department of Information Technology, Libyan Academy, Misurata, Libya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Department of Information Technology, Libyan Academy, Misurata, Libya","institution_ids":["https://openalex.org/I4210161365","https://openalex.org/I4405285223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041829341","display_name":"Mohammed M Elsheh","orcid":"https://orcid.org/0000-0001-5312-4187","observed_orcids":["https://orcid.org/0000-0001-5312-4187"]},"institutions":[{"id":"https://openalex.org/I4210161365","display_name":"Libyan Academy","ror":"https://ror.org/05s3qq987","country_code":"LY","type":"education","lineage":["https://openalex.org/I4210161365"]},{"id":"https://openalex.org/I4405285223","display_name":"The Libyan Academy for Postgraduate Studies-Misurata","ror":"https://ror.org/050rpcw19","country_code":"LY","type":"education","lineage":["https://openalex.org/I4210161365","https://openalex.org/I4405285223"]}],"countries":["LY"],"is_corresponding":false,"raw_author_name":"Mohammed M. Elsheh Mohammed M. Elsheh","raw_affiliation_strings":["2Department of Information Technology, Libyan Academy, Misurata, Libya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Department of Information Technology, Libyan Academy, Misurata, Libya","institution_ids":["https://openalex.org/I4210161365","https://openalex.org/I4405285223"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"227","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9023000001907349,"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":0.9023000001907349,"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/T10828","display_name":"Biometric Identification and Security","score":0.08699999749660492,"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/T10860","display_name":"Speech and Audio Processing","score":0.0044999998062849045,"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/voice-recognition","display_name":"voice recognition","score":0.7580000162124634},{"id":"https://openalex.org/keywords/biometric-authentication","display_name":"biometric authentication","score":0.7049999833106995},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"speaker recognition","score":0.6010000109672546},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"discrete wavelet transform","score":0.9290000200271606},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"fast Fourier transform","score":0.9509999752044678},{"id":"https://openalex.org/keywords/mel-frequency-cepstral-coefficients","display_name":"Mel-frequency cepstral coefficients","score":0.9139999747276306},{"id":"https://openalex.org/keywords/arabic-speech","display_name":"Arabic speech","score":0.5379999876022339},{"id":"https://openalex.org/keywords/english-speech","display_name":"English speech","score":0.8820000290870667},{"id":"https://openalex.org/keywords/rejection-rate","display_name":"rejection rate","score":0.46700000762939453},{"id":"https://openalex.org/keywords/information-systems-security","display_name":"information systems security","score":0.4569999873638153}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7161999940872192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7001000046730042},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.5932999849319458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5192000269889832},{"id":"https://openalex.org/C112356035","wikidata":"https://www.wikidata.org/wiki/Q1672722","display_name":"Iris recognition","level":3,"score":0.44749999046325684},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4081000089645386},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3871000111103058},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3723999857902527},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3490000069141388},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.34459999203681946},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30559998750686646},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.30140000581741333},{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C182964821","wikidata":"https://www.wikidata.org/wiki/Q7939498","display_name":"Voice analysis","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.2791999876499176},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2563000023365021}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.65540/jar.v12i.963","doi":"https://doi.org/10.65540/jar.v12i.963","is_oa":true,"landing_page_url":"https://doi.org/10.65540/jar.v12i.963","pdf_url":"https://lam-journal.ly/index.php/jar/article/download/963/756","source":{"id":"https://openalex.org/S5407054271","display_name":"\u0645\u062c\u0644\u0629 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629","issn_l":"3106-0765","issn":["3106-0765"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210161365","host_organization_name":"Libyan Academy","host_organization_lineage":["https://openalex.org/I4210161365"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0645\u062c\u0644\u0629 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629","raw_type":"journal-article"},{"id":"pmh:oai:ojs2.lam-journal.ly:article/963","doi":null,"is_oa":true,"landing_page_url":"https://lam-journal.ly/index.php/index/article/view/963","pdf_url":null,"source":{"id":"https://openalex.org/S5407054271","display_name":"\u0645\u062c\u0644\u0629 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629","issn_l":"3106-0765","issn":["3106-0765"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210161365","host_organization_name":"Libyan Academy","host_organization_lineage":["https://openalex.org/I4210161365"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3106-0765","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.65540/jar.v12i.963","doi":"https://doi.org/10.65540/jar.v12i.963","is_oa":true,"landing_page_url":"https://doi.org/10.65540/jar.v12i.963","pdf_url":"https://lam-journal.ly/index.php/jar/article/download/963/756","source":{"id":"https://openalex.org/S5407054271","display_name":"\u0645\u062c\u0644\u0629 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629","issn_l":"3106-0765","issn":["3106-0765"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210161365","host_organization_name":"Libyan Academy","host_organization_lineage":["https://openalex.org/I4210161365"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0645\u062c\u0644\u0629 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7128962016.pdf","grobid_xml":"https://content.openalex.org/works/W7128962016.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1504240446","https://openalex.org/W1662245338","https://openalex.org/W2032474878","https://openalex.org/W2088035085","https://openalex.org/W2107793897","https://openalex.org/W2129244720","https://openalex.org/W2140959843","https://openalex.org/W2341614611"],"related_works":["https://openalex.org/W2007951099","https://openalex.org/W2900956255","https://openalex.org/W4401118113","https://openalex.org/W3152516284","https://openalex.org/W4400414651","https://openalex.org/W3010436902","https://openalex.org/W1985291210","https://openalex.org/W3083661956","https://openalex.org/W3168502741","https://openalex.org/W3017942943"],"abstract_inverted_index":{"This":[0],"study":[1,81,119],"investigates":[2],"one":[3,107],"of":[4,93,117],"the":[5,48,56,86,91,113,122,134,141,146],"technologies":[6],"used":[7,15,105],"in":[8,47,96],"user":[9],"recognition":[10,13],"systems.":[11],"Voice":[12],"is":[14,60,129,143],"as":[16,30,43,71],"a":[17],"tool":[18],"to":[19,62,109],"protect":[20],"information":[21],"systems":[22],"from":[23],"unlawful":[24],"access.":[25],"Other":[26],"biometric":[27],"techniques":[28],"such":[29,42,70],"fingerprint,":[31],"face":[32],"print":[33,36,50],"and":[34,64,78,89,100,111],"iris":[35,49],"have":[37,104],"shown":[38],"some":[39],"usage":[40],"limitations":[41],"big":[44,72],"storage":[45,73],"memory":[46],"technology.":[51],"VRSs":[52],"are":[53],"based":[54],"on":[55],"user's":[57],"voice":[58,92],"which":[59,138],"impossible":[61],"imitate":[63],"does":[65],"not":[66],"require":[67],"costly":[68],"facilities":[69],"memory.":[74],"Using":[75],"MFCC,":[76],"DWT,":[77],"FTT,":[79],"this":[80,118],"proposed":[82],"an":[83],"AVRS":[84],"where":[85],"system":[87,142],"trains":[88],"tests":[90],"10":[94],"speakers":[95],"two":[97],"languages;":[98],"English":[99,135],"Arabic.":[101],"Previous":[102],"studies":[103],"only":[106],"language":[108],"train":[110],"test":[112],"speaker.":[114],"The":[115],"results":[116],"indicate":[120],"that":[121,132,140],"rejection":[123],"rate":[124],"for":[125,133],"Arabic":[126],"words":[127,136],"(12.9%)":[128],"higher":[130],"than":[131],"(5.5%)":[137],"mean":[139],"affected":[144],"by":[145],"spoken":[147],"words.":[148]},"counts_by_year":[],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2026-02-16T00:00:00"}
