{"id":"https://openalex.org/W4220953074","doi":"https://doi.org/10.1155/2022/4980920","title":"A Robust Approach for Speaker Identification Using Dialect Information","display_name":"A Robust Approach for Speaker Identification Using Dialect Information","publication_year":2022,"publication_date":"2022-03-07","ids":{"openalex":"https://openalex.org/W4220953074","doi":"https://doi.org/10.1155/2022/4980920"},"language":"en","primary_location":{"id":"doi:10.1155/2022/4980920","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4980920","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/4980920.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/acisc/2022/4980920.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030552095","display_name":"Shahid Munir Shah","orcid":"https://orcid.org/0000-0002-0953-4055"},"institutions":[{"id":"https://openalex.org/I4210133438","display_name":"Habib University","ror":"https://ror.org/030p2g996","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210133438"]},{"id":"https://openalex.org/I4394709125","display_name":"Salim Habib University","ror":"https://ror.org/004j8pp46","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709125"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Shahid Munir Shah","raw_affiliation_strings":["Faculty of IT, Salim Habib University, Karachi, Pakistan"],"affiliations":[{"raw_affiliation_string":"Faculty of IT, Salim Habib University, Karachi, Pakistan","institution_ids":["https://openalex.org/I4210133438","https://openalex.org/I4394709125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057263563","display_name":"Muhammad Moinuddin","orcid":"https://orcid.org/0000-0003-4735-0692"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Moinuddin","raw_affiliation_strings":["Center of Excellence in Intelligent Engineering Systems, King Abdul Aziz University, Jeddah, Saudi Arabia","Electrical and Computer Engineering Department, King Abdul Aziz University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Intelligent Engineering Systems, King Abdul Aziz University, Jeddah, Saudi Arabia","institution_ids":[]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, King Abdul Aziz University, Jeddah, Saudi Arabia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000122887","display_name":"Rizwan Ahmed Khan","orcid":"https://orcid.org/0000-0003-0819-800X"},"institutions":[{"id":"https://openalex.org/I4210133438","display_name":"Habib University","ror":"https://ror.org/030p2g996","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210133438"]},{"id":"https://openalex.org/I4394709125","display_name":"Salim Habib University","ror":"https://ror.org/004j8pp46","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709125"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rizwan Ahmed Khan","raw_affiliation_strings":["Faculty of IT, Salim Habib University, Karachi, Pakistan"],"affiliations":[{"raw_affiliation_string":"Faculty of IT, Salim Habib University, Karachi, Pakistan","institution_ids":["https://openalex.org/I4210133438","https://openalex.org/I4394709125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030552095"],"corresponding_institution_ids":["https://openalex.org/I4210133438","https://openalex.org/I4394709125"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.6941,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74290222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9891999959945679,"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":0.9807999730110168,"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":0.8408040404319763},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6757100820541382},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.6565414667129517},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5996426343917847},{"id":"https://openalex.org/keywords/speaker-identification","display_name":"Speaker identification","score":0.5359782576560974},{"id":"https://openalex.org/keywords/speaker-diarisation","display_name":"Speaker diarisation","score":0.5182799696922302},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4791690409183502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4639992117881775},{"id":"https://openalex.org/keywords/language-identification","display_name":"Language identification","score":0.42962801456451416},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40642157196998596},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.19269615411758423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8408040404319763},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6757100820541382},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.6565414667129517},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5996426343917847},{"id":"https://openalex.org/C2986627078","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker identification","level":3,"score":0.5359782576560974},{"id":"https://openalex.org/C149838564","wikidata":"https://www.wikidata.org/wiki/Q7574248","display_name":"Speaker diarisation","level":3,"score":0.5182799696922302},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4791690409183502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4639992117881775},{"id":"https://openalex.org/C129792486","wikidata":"https://www.wikidata.org/wiki/Q1050419","display_name":"Language identification","level":3,"score":0.42962801456451416},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40642157196998596},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.19269615411758423},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/4980920","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4980920","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/4980920.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fc610d32fecd4be5b7e90604f344be26","is_oa":true,"landing_page_url":"https://doaj.org/article/fc610d32fecd4be5b7e90604f344be26","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Computational Intelligence and Soft Computing, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/4980920","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4980920","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/4980920.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220953074.pdf","grobid_xml":"https://content.openalex.org/works/W4220953074.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W252777880","https://openalex.org/W1529116532","https://openalex.org/W1936725236","https://openalex.org/W1971734011","https://openalex.org/W1981320719","https://openalex.org/W1992155534","https://openalex.org/W2040357394","https://openalex.org/W2069620976","https://openalex.org/W2091432990","https://openalex.org/W2091746061","https://openalex.org/W2096429026","https://openalex.org/W2112796928","https://openalex.org/W2121372168","https://openalex.org/W2129244720","https://openalex.org/W2141695706","https://openalex.org/W2157595642","https://openalex.org/W2160815625","https://openalex.org/W2204950903","https://openalex.org/W2248508985","https://openalex.org/W2251867433","https://openalex.org/W2282978610","https://openalex.org/W2288336858","https://openalex.org/W2294108103","https://openalex.org/W2295778365","https://openalex.org/W2295824561","https://openalex.org/W2313770801","https://openalex.org/W2342238868","https://openalex.org/W2397761580","https://openalex.org/W2405866807","https://openalex.org/W2476083857","https://openalex.org/W2505434962","https://openalex.org/W2529314575","https://openalex.org/W2599717616","https://openalex.org/W2610584872","https://openalex.org/W2726515241","https://openalex.org/W2740300618","https://openalex.org/W2766107897","https://openalex.org/W2769102939","https://openalex.org/W2781686990","https://openalex.org/W2783113218","https://openalex.org/W2791874451","https://openalex.org/W2793175120","https://openalex.org/W2807654876","https://openalex.org/W2888955371","https://openalex.org/W2889093877","https://openalex.org/W2897704068","https://openalex.org/W2903480622","https://openalex.org/W2911603104","https://openalex.org/W2914026563","https://openalex.org/W2916058012","https://openalex.org/W2938374794","https://openalex.org/W2938445486","https://openalex.org/W2946097038","https://openalex.org/W2962922562","https://openalex.org/W2963077926","https://openalex.org/W2963486098","https://openalex.org/W2964301649","https://openalex.org/W2967106369","https://openalex.org/W2972645685","https://openalex.org/W2973975466","https://openalex.org/W2984646965","https://openalex.org/W2989969305","https://openalex.org/W2993122922","https://openalex.org/W3004322718","https://openalex.org/W3007291169","https://openalex.org/W3022530032","https://openalex.org/W3023420897","https://openalex.org/W3023579893","https://openalex.org/W3033326607","https://openalex.org/W3152246979","https://openalex.org/W4239868194","https://openalex.org/W4242514245","https://openalex.org/W4250135370","https://openalex.org/W4300511536","https://openalex.org/W6719080892","https://openalex.org/W6766427228"],"related_works":["https://openalex.org/W2206035908","https://openalex.org/W4318225096","https://openalex.org/W4234190324","https://openalex.org/W2545131480","https://openalex.org/W2087341511","https://openalex.org/W1521049138","https://openalex.org/W4247736853","https://openalex.org/W2997340161","https://openalex.org/W1964028329","https://openalex.org/W2136038945"],"abstract_inverted_index":{"The":[0,47,65,87,121,202,217],"present":[1,35,83],"research":[2],"is":[3,67,89,115,126,148,175,208,224],"an":[4,36],"effort":[5],"to":[6,39],"enhance":[7],"the":[8,17,24,28,51,59,70,75,81,92,96,129,142,145,154,170,173,190,205,215,221,242],"performance":[9],"of":[10,31,62,72,74,79,106,109,123,131,204,228,244],"voice":[11,44,97],"processing":[12,45],"systems,":[13],"in":[14,84,138,162,214,226],"our":[15],"case":[16],"speaker":[18,63,66,124,174,182,230],"identification":[19,125,183,195,234,243],"system":[20,85],"(SIS)":[21],"by":[22,27,54],"addressing":[23],"variability":[25,42],"caused":[26],"dialectical":[29],"variations":[30],"a":[32,132,178],"language.":[33],"We":[34],"effective":[37],"solution":[38],"reduce":[40],"dialect-related":[41],"from":[43,69,102,189],"systems.":[46],"proposed":[48,206,222],"method":[49],"minimizes":[50],"system\u2019s":[52],"complexity":[53],"reducing":[55],"search":[56],"space":[57],"during":[58],"testing":[60],"process":[61],"identification.":[64],"searched":[68],"set":[71],"speakers":[73,82,105],"identified":[76,176],"dialect":[77,147,152,194],"instead":[78],"all":[80],"training.":[86],"study":[88],"conducted":[90],"on":[91],"Pashto":[93,104,114],"language,":[94],"and":[95,111,156,199,236],"data":[98],"samples":[99],"are":[100],"collected":[101],"native":[103],"specific":[107],"regions":[108],"Pakistan":[110],"Afghanistan":[112],"where":[113],"spoken":[116],"with":[117,128,164,197,210],"different":[118],"dialectal":[119],"variations.":[120],"task":[122],"achieved":[127],"help":[130],"novel":[133],"hierarchical":[134],"framework":[135,223],"that":[136,220],"works":[137],"two":[139],"steps.":[140],"In":[141,169],"first":[143,191],"step,":[144,172,192],"speaker\u2019s":[146],"identified.":[149],"For":[150],"automated":[151],"identification,":[153],"spectral":[155,200],"prosodic":[157,198],"features":[158],"have":[159],"been":[160],"used":[161],"conjunction":[163],"Gaussian":[165],"mixture":[166],"model":[167],"(GMM).":[168],"second":[171],"using":[177],"multilayer":[179],"perceptron":[180],"(MLP)-based":[181],"system,":[184],"which":[185],"gets":[186],"aggregated":[187],"input":[188],"i.e.,":[193],"along":[196],"features.":[201],"robustness":[203],"SIS":[207],"compared":[209],"traditional":[211],"state-of-the-art":[212],"methods":[213],"literature.":[216],"results":[218],"show":[219],"better":[225],"terms":[227],"average":[229],"recognition":[231],"accuracy":[232],"(84.5%":[233],"accuracy)":[235],"consumes":[237],"39%":[238],"less":[239],"time":[240],"for":[241],"speaker.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
