{"id":"https://openalex.org/W4360585194","doi":"https://doi.org/10.1109/ic3i56241.2022.10072615","title":"Text Independent Speaker Recognition and Classification using KNN Algorithm","display_name":"Text Independent Speaker Recognition and Classification using KNN Algorithm","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4360585194","doi":"https://doi.org/10.1109/ic3i56241.2022.10072615"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i56241.2022.10072615","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10072615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5006842575","display_name":"Sanjay S Tippannavar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sanjay S Tippannavar","raw_affiliation_strings":["JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","institution_ids":["https://openalex.org/I4210137436"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028619188","display_name":"R Shashidhar","orcid":"https://orcid.org/0000-0002-3737-7819"},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R Shashidhar","raw_affiliation_strings":["JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","institution_ids":["https://openalex.org/I4210137436"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048204941","display_name":"H r Sathvik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H r Sathvik","raw_affiliation_strings":["JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","institution_ids":["https://openalex.org/I4210137436"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039969904","display_name":"S Varun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S Varun","raw_affiliation_strings":["JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","institution_ids":["https://openalex.org/I4210137436"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006809439","display_name":"G v Punith","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G v Punith","raw_affiliation_strings":["JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","institution_ids":["https://openalex.org/I4210137436"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035124556","display_name":"H g Nikshep","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H g Nikshep","raw_affiliation_strings":["JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University,Department of Electronics and Communication Engineering,Mysuru,India","institution_ids":["https://openalex.org/I4210137436"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006842575"],"corresponding_institution_ids":["https://openalex.org/I4210137436"],"apc_list":null,"apc_paid":null,"fwci":0.3979,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68446896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"1199","last_page":"1205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9991999864578247,"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":0.9962999820709229,"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":0.8180438280105591},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7640888690948486},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.763787031173706},{"id":"https://openalex.org/keywords/utterance","display_name":"Utterance","score":0.5878855586051941},{"id":"https://openalex.org/keywords/speaker-diarisation","display_name":"Speaker diarisation","score":0.5441417098045349},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5207229256629944},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.5096211433410645},{"id":"https://openalex.org/keywords/voice-analysis","display_name":"Voice analysis","score":0.432988703250885},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.3724978566169739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3291853070259094},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32193654775619507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8180438280105591},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7640888690948486},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.763787031173706},{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.5878855586051941},{"id":"https://openalex.org/C149838564","wikidata":"https://www.wikidata.org/wiki/Q7574248","display_name":"Speaker diarisation","level":3,"score":0.5441417098045349},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5207229256629944},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.5096211433410645},{"id":"https://openalex.org/C182964821","wikidata":"https://www.wikidata.org/wiki/Q7939498","display_name":"Voice analysis","level":2,"score":0.432988703250885},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.3724978566169739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3291853070259094},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32193654775619507},{"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":1,"locations":[{"id":"doi:10.1109/ic3i56241.2022.10072615","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10072615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1662245338","https://openalex.org/W2101573372","https://openalex.org/W2746742816","https://openalex.org/W2774140536","https://openalex.org/W2793150943","https://openalex.org/W2923073871","https://openalex.org/W2996245940","https://openalex.org/W3005655433","https://openalex.org/W3036598372","https://openalex.org/W3099264004","https://openalex.org/W3119825757","https://openalex.org/W3202195546","https://openalex.org/W3208319901","https://openalex.org/W4213448838"],"related_works":["https://openalex.org/W2206035908","https://openalex.org/W2162158162","https://openalex.org/W4247736853","https://openalex.org/W1493012537","https://openalex.org/W2175373321","https://openalex.org/W2125642021","https://openalex.org/W4310979479","https://openalex.org/W2696990509","https://openalex.org/W1999004162","https://openalex.org/W1521049138"],"abstract_inverted_index":{"The":[0,55,158,171,198,207,225],"method":[1,232],"of":[2,25,37,97,173,181,200,236],"automatically":[3,116],"identifying":[4],"the":[5,8,95,105,179,216,229,234],"speaker":[6,18,21,83],"using":[7,46,165,168],"speaker-specific":[9],"data":[10,220],"included":[11],"in":[12,50,90,189,195],"voice":[13,48,69,150,199,237],"waves":[14],"is":[15,58,63,80,153,176,203,213,223],"known":[16,107],"as":[17,108,154,187],"recognition.":[19,238],"For":[20],"recognition,":[22],"a":[23,155,169],"variety":[24],"uses":[26],"have":[27],"been":[28,102],"investigated.":[29],"Monitoring,":[30],"speech-activated":[31],"secure":[32],"access":[33,64,76],"control,":[34,65],"voice-activated":[35],"customization":[36],"services":[38,89],"or":[39],"information":[40],"for":[41,149],"certain":[42],"users,":[43],"instances":[44],"include":[45],"recorded":[47,204],"samples":[49],"forensic":[51],"and":[52,74,93,133,137,143,193],"criminal":[53],"investigations.":[54],"application":[56,148],"that":[57,82,228],"now":[59],"mentioned":[60],"most":[61],"often":[62],"which":[66,111],"also":[67],"includes":[68],"dialing,":[70],"banking,":[71],"telephone":[72],"shopping,":[73],"database":[75],"services.":[77],"Thus,":[78],"it":[79,129],"projected":[81],"recognition":[84,126,151],"technology":[85,152],"would":[86],"provide":[87],"new":[88],"smart":[91],"environments":[92],"enhance":[94],"comfort":[96],"daily":[98],"life.":[99],"Research":[100],"has":[101],"done":[103],"on":[104],"phenomenon":[106],"\u201cspeaker":[109],"idolization,\u201d":[110],"occurs":[112],"when":[113],"speakers":[114],"are":[115,163],"added":[117],"to":[118,131],"an":[119],"input":[120],"audio":[121,135],"channel.":[122],"It":[123],"makes":[124,128],"speech":[125],"easier,":[127],"easier":[130],"search":[132],"index":[134],"archives,":[136],"gives":[138],"machine":[139],"transcriptions":[140],"more":[141],"depth":[142],"intelligibility.":[144],"An":[145],"important":[146],"additional":[147],"forensics":[156],"tool.":[157],"speaker\u2019s":[159],"short-time":[160],"spectral":[161],"coefficients":[162],"described":[164],"vector":[166],"quantization":[167],"codebook.":[170],"success":[172],"these":[174],"techniques":[175],"assessed":[177],"from":[178],"perspective":[180],"robustness":[182],"against":[183],"utterance":[184,196],"variation,":[185,192],"such":[186],"variances":[188],"content,":[190],"temporal":[191],"changes":[194],"pace.":[197],"each":[201],"individual":[202],"three":[205],"times.":[206],"experiment\u2019s":[208],"double":[209],"distance":[210,231],"measurement":[211],"result":[212,222],"96.97%,":[214],"whereas":[215],"KNN":[217],"technique\u2019s":[218],"single":[219],"center":[221],"84.85%":[224],"outcome":[226],"shows":[227],"twofold":[230],"increases":[233],"precision":[235]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
