{"id":"https://openalex.org/W4367186184","doi":"https://doi.org/10.1109/radioelektronika57919.2023.10109084","title":"Transfer learning from English to Slovak in speech recognition applications","display_name":"Transfer learning from English to Slovak in speech recognition applications","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4367186184","doi":"https://doi.org/10.1109/radioelektronika57919.2023.10109084"},"language":"en","primary_location":{"id":"doi:10.1109/radioelektronika57919.2023.10109084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/radioelektronika57919.2023.10109084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 33rd International Conference Radioelektronika (RADIOELEKTRONIKA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5002260763","display_name":"Anton Buday","orcid":null},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Anton Buday","raw_affiliation_strings":["Technical University of Košice,Department of Electronics and Multimedia Communications,Košice,Slovak Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Košice,Department of Electronics and Multimedia Communications,Košice,Slovak Republic","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060137749","display_name":"Jozef Juh\u00e1r","orcid":"https://orcid.org/0000-0002-1596-9258"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jozef Juh\u00e1r","raw_affiliation_strings":["Technical University of Košice,Department of Electronics and Multimedia Communications,Košice,Slovak Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Košice,Department of Electronics and Multimedia Communications,Košice,Slovak Republic","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037338977","display_name":"Anton \u010ci\u017em\u00e1r","orcid":"https://orcid.org/0000-0002-4252-0640"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Anton \u010ci\u017em\u00e1r","raw_affiliation_strings":["Technical University of Košice,Department of Electronics and Multimedia Communications,Košice,Slovak Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Košice,Department of Electronics and Multimedia Communications,Košice,Slovak Republic","institution_ids":["https://openalex.org/I183764125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183764125"],"apc_list":null,"apc_paid":null,"fwci":0.4356,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55258473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9988999962806702,"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/T10028","display_name":"Topic Modeling","score":0.9914000034332275,"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/computer-science","display_name":"Computer science","score":0.8552027344703674},{"id":"https://openalex.org/keywords/slovak","display_name":"Slovak","score":0.6823755502700806},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6218264102935791},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6069992780685425},{"id":"https://openalex.org/keywords/acoustic-model","display_name":"Acoustic model","score":0.5353351831436157},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5051918625831604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47496458888053894},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44310900568962097},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4222068190574646},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.31748950481414795},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11229979991912842},{"id":"https://openalex.org/keywords/czech","display_name":"Czech","score":0.09935551881790161}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8552027344703674},{"id":"https://openalex.org/C2780102689","wikidata":"https://www.wikidata.org/wiki/Q9058","display_name":"Slovak","level":3,"score":0.6823755502700806},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6218264102935791},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6069992780685425},{"id":"https://openalex.org/C155635449","wikidata":"https://www.wikidata.org/wiki/Q4674699","display_name":"Acoustic model","level":3,"score":0.5353351831436157},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5051918625831604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47496458888053894},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44310900568962097},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4222068190574646},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.31748950481414795},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11229979991912842},{"id":"https://openalex.org/C2777842544","wikidata":"https://www.wikidata.org/wiki/Q9056","display_name":"Czech","level":2,"score":0.09935551881790161},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/radioelektronika57919.2023.10109084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/radioelektronika57919.2023.10109084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 33rd International Conference Radioelektronika (RADIOELEKTRONIKA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6899999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W2252175335","https://openalex.org/W2888475660","https://openalex.org/W2936774411","https://openalex.org/W2944014673","https://openalex.org/W2948981900","https://openalex.org/W2971081948","https://openalex.org/W2982223350","https://openalex.org/W2997436923","https://openalex.org/W3011077225","https://openalex.org/W3015522062","https://openalex.org/W3043783436","https://openalex.org/W3096710170","https://openalex.org/W3097777922","https://openalex.org/W3167946479","https://openalex.org/W4225615476","https://openalex.org/W4297841818","https://openalex.org/W4317382687","https://openalex.org/W4385245566","https://openalex.org/W6691370236","https://openalex.org/W6739901393","https://openalex.org/W6763608318","https://openalex.org/W6810321870"],"related_works":["https://openalex.org/W2126322296","https://openalex.org/W2163537793","https://openalex.org/W2781555308","https://openalex.org/W4386794561","https://openalex.org/W2916997151","https://openalex.org/W3021690593","https://openalex.org/W2992378684","https://openalex.org/W2125343999","https://openalex.org/W4200200210","https://openalex.org/W2161188302"],"abstract_inverted_index":{"The":[0,46],"speed":[1,94],"of":[2,49,57,73,92,134],"research":[3],"can":[4],"be":[5],"slowed":[6],"down":[7],"by":[8],"limited":[9],"access":[10],"to":[11,53,64,109],"SOTA":[12],"computational":[13],"resources.":[14],"This":[15],"paper":[16,51,122],"compares":[17],"two":[18],"different":[19],"speech":[20,43,61,77],"recognition":[21,44,62],"approaches,":[22],"training":[23,93],"from":[24],"scratch":[25],"and":[26,85,95],"transfer":[27,34],"learning.":[28],"It":[29],"is":[30,52,107],"focused":[31],"on":[32,115,125],"the":[33,55,59,65,71,100,121,126,132,135],"learning":[35],"technique":[36],"known":[37],"as":[38],"fine-tuning":[39],"in":[40,76,90,131],"cross-language":[41],"adaptation":[42],"tasks.":[45],"main":[47],"idea":[48],"this":[50],"prove":[54],"feasibility":[56],"adapting":[58],"foreign":[60],"model":[63,89,96,106,114],"Slovak":[66],"ASR":[67],"model.":[68,139],"We":[69],"analyze":[70],"benefits":[72],"BPE":[74],"tokenization":[75],"recognition,":[78],"which":[79],"we":[80],"have":[81],"not":[82],"previously":[83],"tested,":[84],"a":[86,111],"particular":[87],"pre-trained":[88,103],"terms":[91],"quality.":[97],"In":[98,119],"practice,":[99],"publicly":[101],"available":[102],"English":[104],"Librispeech100":[105],"used":[108],"create":[110],"transferred":[112],"English-to-Slovak":[113],"TUKE-BNewsSK":[116],"corpus":[117],"subset.":[118],"addition,":[120],"provides":[123],"details":[124],"ESPnet":[127],"framework":[128],"workflows":[129],"involved":[130],"creation":[133],"proposed":[136],"end-to-end":[137],"fine-tuned":[138]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}