{"id":"https://openalex.org/W7212200916","doi":null,"title":"Utilizing large language models to improve speech recognition for Slovene language","display_name":"Utilizing large language models to improve speech recognition for Slovene language","publication_year":2026,"publication_date":"2026-09-07","ids":{"openalex":"https://openalex.org/W7212200916"},"language":"sl","primary_location":{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=186952","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12556/RUL-186952","pdf_url":"https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=246357&dn=","source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/masterThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=246357&dn=","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5151104069","display_name":"Anton Klemen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Klemen, Anton","raw_affiliation_strings":["Ljubljana , 2026"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ljubljana , 2026","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5151104069"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":1.0,"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":1.0,"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":9.999999747378752e-05,"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/T12031","display_name":"Speech and dialogue systems","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/speech-recognition","display_name":"speech recognition","score":0.8450000286102295},{"id":"https://openalex.org/keywords/slovene-language","display_name":"Slovene language","score":0.9620000123977661},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.9869999885559082},{"id":"https://openalex.org/keywords/low-resource-languages","display_name":"low-resource languages","score":0.9259999990463257},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"word error rate","score":0.7229999899864197},{"id":"https://openalex.org/keywords/recognition-speed","display_name":"recognition speed","score":0.3799999952316284},{"id":"https://openalex.org/keywords/computational-cost","display_name":"computational cost","score":0.5400000214576721},{"id":"https://openalex.org/keywords/language-model-fine-tuning","display_name":"language model fine-tuning","score":0.5910000205039978}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.7074000239372253},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.3801000118255615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3614000082015991},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3465000092983246},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32910001277923584},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3246999979019165},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.28999999165534973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27140000462532043},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2289000004529953},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.19179999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=186952","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12556/RUL-186952","pdf_url":"https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=246357&dn=","source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/masterThesis"}],"best_oa_location":{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=186952","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12556/RUL-186952","pdf_url":"https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=246357&dn=","source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/masterThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7212200916.pdf","grobid_xml":"https://content.openalex.org/works/W7212200916.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1915251500","https://openalex.org/W2116261113","https://openalex.org/W2273396394","https://openalex.org/W2626778328","https://openalex.org/W2748679025","https://openalex.org/W2769205094","https://openalex.org/W2781626870","https://openalex.org/W2883416004","https://openalex.org/W2896457183","https://openalex.org/W2899675781","https://openalex.org/W2936774411","https://openalex.org/W2939111082","https://openalex.org/W2962949934","https://openalex.org/W2965373594","https://openalex.org/W2981852735","https://openalex.org/W2982399380","https://openalex.org/W2986154550","https://openalex.org/W2995929068","https://openalex.org/W3011956499","https://openalex.org/W3023212902","https://openalex.org/W3030163527","https://openalex.org/W3035035250","https://openalex.org/W3097777922","https://openalex.org/W3119308075","https://openalex.org/W3154308281","https://openalex.org/W3168867926","https://openalex.org/W3168997536","https://openalex.org/W3195577433","https://openalex.org/W3209984917","https://openalex.org/W4200634402","https://openalex.org/W4224308101","https://openalex.org/W4225963373","https://openalex.org/W4297841367","https://openalex.org/W4311000453","https://openalex.org/W4318718936","https://openalex.org/W4319862635","https://openalex.org/W4327810158","https://openalex.org/W4372269772","https://openalex.org/W4377121468","https://openalex.org/W4383989131","https://openalex.org/W4384648639","https://openalex.org/W4384918448","https://openalex.org/W4386907919","https://openalex.org/W4387800213","https://openalex.org/W4387891768","https://openalex.org/W4388017359","https://openalex.org/W4389010951","https://openalex.org/W4389500716","https://openalex.org/W4391021457","https://openalex.org/W4391021666","https://openalex.org/W4391021773","https://openalex.org/W4392903872","https://openalex.org/W4392903956","https://openalex.org/W4392910583","https://openalex.org/W4392931212","https://openalex.org/W4392931626","https://openalex.org/W4400064779","https://openalex.org/W4400435183","https://openalex.org/W4401306886","https://openalex.org/W4401306979","https://openalex.org/W4402112329","https://openalex.org/W4402670040","https://openalex.org/W4403345556","https://openalex.org/W4406461487","https://openalex.org/W4408229604","https://openalex.org/W4412887749","https://openalex.org/W6947991961","https://openalex.org/W7133205981"],"related_works":["https://openalex.org/W7167560147","https://openalex.org/W7061240198","https://openalex.org/W7219349788","https://openalex.org/W4285785383","https://openalex.org/W7161299801","https://openalex.org/W1503537760","https://openalex.org/W7113726388","https://openalex.org/W2599019155","https://openalex.org/W2090750282","https://openalex.org/W1666710534"],"abstract_inverted_index":{"Za":[0],"sloven\u0161\u010dino,":[1],"ki":[2,54],"sodi":[3],"med":[4,183,188],"jezike":[5],"z":[6,76,89,105,169],"manj":[7],"viri,":[8],"ostaja":[9],"razpoznavanje":[10,51,128],"govora":[11,129],"\u0161e":[12],"vedno":[13],"zahtevna":[14],"naloga,":[15],"sodobni":[16],"veliki":[17,119],"jezikovni":[18,120],"modeli":[19,80,121,172],"pa":[20,156,187],"s":[21,96],"svojim":[22],"bogatim":[23],"jezikovnim":[24],"znanjem":[25],"odpirajo":[26],"nove":[27],"mo\u017enosti":[28],"za":[29,43,50,116,127,138],"izbolj\u0161anje":[30],"njegove":[31],"to\u010dnosti.":[32],"V":[33],"magistrski":[34],"nalogi":[35],"sistemati\u010dno":[36],"preu\u010dimo":[37],"in":[38,63,81,95,130,175,185],"ovrednotimo":[39],"\u0161tiri":[40],"skupine":[41],"metod":[42],"vklju\u010devanje":[44],"velikih":[45],"jezikovnih":[46],"modelov":[47],"v":[48,66,153,193],"sistem":[49],"slovenskega":[52],"govora,":[53],"segajo":[55],"od":[56,178],"plitke":[57],"integracije":[58,70],"(ponovno":[59],"ocenjevanje":[60,104],"hipotez,":[61],"pozivanje":[62],"preslikava":[64,191],"hipotez":[65,147,152,192],"transkript)":[67],"do":[68],"globoke":[69],"(ve\u010dmodalni":[71],"model":[72],"SALM).":[73],"Metode":[74],"preizkusimo":[75],"osmimi":[77],"velikimi":[78,170],"jezikovnimi":[79,171],"jih":[82,137],"primerjamo":[83],"na":[84,91],"\u0161estih":[85],"slovenskih":[86],"evalvacijskih":[87],"mno\u017eicah":[88],"napako":[90],"ravni":[92],"besed":[93],"(WER)":[94],"hitrostjo":[97,186],"napovedovanja":[98],"(RTFX).":[99],"Najbolj\u0161o":[100],"to\u010dnost":[101],"dose\u017ee":[102],"ponovno":[103],"modelom":[106],"SlovenianGPT":[107],"(povpre\u010dni":[108],"WER":[109],"10,26":[110],"%).":[111],"Ugotovili":[112],"smo,":[113],"da":[114,165],"so":[115,166],"slovenski":[117],"govor":[118],"naju\u010dinkovitej\u0161i,":[122],"kadar":[123],"uporabljajo":[124],"hipoteze":[125],"sistema":[126],"jim":[131],"na\u010din":[132],"uporabe":[133],"strogo":[134],"dolo\u010dimo":[135],"oziroma":[136],"nalogo":[139],"dou\u010dimo.":[140],"Najbolje":[141],"se":[142],"torej":[143],"odre\u017eejo":[144],"kot":[145],"ocenjevalec":[146],"ali":[148],"pri":[149,157],"ugla\u0161eni":[150],"preslikavi":[151],"transkript,":[154],"ne":[155],"prostem":[158],"tvorjenju":[159],"transkriptov.":[160],"Analiza":[161],"ra\u010dunske":[162],"zahtevnosti":[163],"poka\u017ee,":[164],"vse":[167],"metode":[168],"ob\u010dutno":[173],"po\u010dasnej\u0161e":[174],"pomnilni\u0161ko":[176],"zahtevnej\u0161e":[177],"izhodi\u0161\u010dnega":[179],"razpoznavalnika,":[180],"najbolj\u0161i":[181],"kompromis":[182],"to\u010dnostjo":[184],"njimi":[189],"ponudi":[190],"transkript.":[194]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-09-11T00:00:00"}