{"id":"https://openalex.org/W4297491180","doi":"https://doi.org/10.3390/s22197319","title":"Improving Hybrid CTC/Attention Architecture for Agglutinative Language Speech Recognition","display_name":"Improving Hybrid CTC/Attention Architecture for Agglutinative Language Speech Recognition","publication_year":2022,"publication_date":"2022-09-27","ids":{"openalex":"https://openalex.org/W4297491180","doi":"https://doi.org/10.3390/s22197319","pmid":"https://pubmed.ncbi.nlm.nih.gov/36236419"},"language":"en","primary_location":{"id":"doi:10.3390/s22197319","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197319","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7319/pdf?version=1664336059","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/19/7319/pdf?version=1664336059","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065504323","display_name":"Zeyu Ren","orcid":"https://orcid.org/0000-0002-0909-4758"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Ren","raw_affiliation_strings":["Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076021252","display_name":"Nurmemet Yolwas","orcid":null},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nurmemet Yolwas","raw_affiliation_strings":["Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022582114","display_name":"Wushour Slamu","orcid":null},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wushour Slamu","raw_affiliation_strings":["Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017109831","display_name":"Ronghe Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghe Cao","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100630692","display_name":"Huiru Wang","orcid":"https://orcid.org/0000-0002-3579-0028"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiru Wang","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076021252"],"corresponding_institution_ids":["https://openalex.org/I96908189"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.4981,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90742783,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"19","first_page":"7319","last_page":"7319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9975000023841858,"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":0.9944999814033508,"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/agglutinative-language","display_name":"Agglutinative language","score":0.827536940574646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6277608871459961},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6063989996910095},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5685070753097534},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.46784815192222595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4037420153617859},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.0763319730758667}],"concepts":[{"id":"https://openalex.org/C80875076","wikidata":"https://www.wikidata.org/wiki/Q171263","display_name":"Agglutinative language","level":3,"score":0.827536940574646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6277608871459961},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6063989996910095},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5685070753097534},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.46784815192222595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4037420153617859},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0763319730758667},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C165297611","wikidata":"https://www.wikidata.org/wiki/Q43249","display_name":"Morpheme","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013067","descriptor_name":"Speech Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013067","descriptor_name":"Speech Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013067","descriptor_name":"Speech Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D049250","descriptor_name":"Speech Recognition Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049250","descriptor_name":"Speech Recognition Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049250","descriptor_name":"Speech Recognition Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22197319","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197319","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7319/pdf?version=1664336059","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36236419","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36236419","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:4dddef02e3a44be18fd0db044f9e447a","is_oa":true,"landing_page_url":"https://doaj.org/article/4dddef02e3a44be18fd0db044f9e447a","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":"Sensors, Vol 22, Iss 19, p 7319 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/19/7319/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22197319","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 19; Pages: 7319","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9571619","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9571619","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22197319","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197319","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7319/pdf?version=1664336059","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.699999988079071,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G5249178904","display_name":null,"funder_award_id":"Grant No. 6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7803346901","display_name":null,"funder_award_id":"62066043","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G848339926","display_name":null,"funder_award_id":"ZDI135-133","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297491180.pdf","grobid_xml":"https://content.openalex.org/works/W4297491180.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1993660824","https://openalex.org/W2127141656","https://openalex.org/W2133564696","https://openalex.org/W2144499799","https://openalex.org/W2166637769","https://openalex.org/W2327501763","https://openalex.org/W2406324447","https://openalex.org/W2407080277","https://openalex.org/W2521999726","https://openalex.org/W2526425061","https://openalex.org/W2577366047","https://openalex.org/W2627092829","https://openalex.org/W2696967604","https://openalex.org/W2739883972","https://openalex.org/W2748816379","https://openalex.org/W2766219058","https://openalex.org/W2769205094","https://openalex.org/W2885706078","https://openalex.org/W2888779557","https://openalex.org/W2892009249","https://openalex.org/W2894835365","https://openalex.org/W2896457183","https://openalex.org/W2936123380","https://openalex.org/W2936774411","https://openalex.org/W2962760690","https://openalex.org/W2962824709","https://openalex.org/W2962962542","https://openalex.org/W2963211739","https://openalex.org/W2963240019","https://openalex.org/W2963250244","https://openalex.org/W2963292011","https://openalex.org/W2963400424","https://openalex.org/W2963414781","https://openalex.org/W2963970535","https://openalex.org/W2970413753","https://openalex.org/W2972389417","https://openalex.org/W2972780808","https://openalex.org/W2972889948","https://openalex.org/W2986572042","https://openalex.org/W2995929068","https://openalex.org/W3008898571","https://openalex.org/W3009096638","https://openalex.org/W3015522062","https://openalex.org/W3034729383","https://openalex.org/W3081738998","https://openalex.org/W3091427154","https://openalex.org/W3095311338","https://openalex.org/W3122931219","https://openalex.org/W3136514587","https://openalex.org/W3147984406","https://openalex.org/W3155427814","https://openalex.org/W3163067500","https://openalex.org/W3168770049","https://openalex.org/W3211278025","https://openalex.org/W4206720778","https://openalex.org/W4210758944","https://openalex.org/W4224254890","https://openalex.org/W4225985539","https://openalex.org/W4280646520","https://openalex.org/W4289524424","https://openalex.org/W6623517193"],"related_works":["https://openalex.org/W2728343294","https://openalex.org/W2952149385","https://openalex.org/W4387913002","https://openalex.org/W2896235912","https://openalex.org/W4387891631","https://openalex.org/W3132926797","https://openalex.org/W3204019825","https://openalex.org/W3136915866","https://openalex.org/W44901218","https://openalex.org/W2947417049"],"abstract_inverted_index":{"Unlike":[0],"the":[1,4,39,81,87,96,143,150,157,162,166,169,173,176,180,187,190,201,213,217,228,246],"traditional":[2,36],"model,":[3,189],"end-to-end":[5],"(E2E)":[6],"ASR":[7,50],"model":[8,40,159,164,177,214],"does":[9],"not":[10],"require":[11],"speech":[12,103,183],"information":[13],"such":[14,74],"as":[15,75],"a":[16,25,108],"pronunciation":[17],"dictionary,":[18],"and":[19,29,56,77,90,122,156,178,195,208,222,227,234],"its":[20],"system":[21],"is":[22,135,146,230,243],"built":[23],"through":[24],"single":[26],"neural":[27],"network":[28],"obtains":[30],"performance":[31,60,97],"comparable":[32],"to":[33,86,120,137,141,160,216,245],"that":[34,132,240],"of":[35,44,98,117,125,175,182],"methods.":[37],"However,":[38],"requires":[41],"massive":[42],"amounts":[43],"training":[45,155],"data.":[46],"Recently,":[47],"hybrid":[48],"CTC/attention":[49],"systems":[51],"have":[52,57],"become":[53],"more":[54],"popular":[55],"achieved":[58],"good":[59],"even":[61],"under":[62],"low-resource":[63],"conditions,":[64],"but":[65],"they":[66],"are":[67],"rarely":[68],"used":[69],"in":[70,154,165],"Central":[71],"Asian":[72],"languages":[73],"Turkish":[76],"Uzbek.":[78],"We":[79,211],"extend":[80],"dataset":[82,204],"by":[83,206,232],"adding":[84],"noise":[85],"original":[88],"audio":[89],"using":[91,149],"speed":[92],"perturbation.":[93],"To":[94],"develop":[95],"an":[99],"E2E":[100,248],"agglutinative":[101],"language":[102,163],"recognition":[104],"system,":[105],"we":[106],"propose":[107],"new":[109],"feature":[110],"extractor,":[111],"MSPC,":[112],"which":[113],"uses":[114],"different":[115,126],"sizes":[116],"convolution":[118],"kernels":[119],"extract":[121],"fuse":[123],"features":[124],"scales.":[127],"The":[128,237],"experimental":[129],"results":[130,238],"show":[131,239],"this":[133],"structure":[134,215],"superior":[136],"VGGnet.":[138],"In":[139],"addition":[140],"this,":[142],"attention":[144],"module":[145],"improved.":[147],"By":[148],"CTC":[151],"objective":[152],"function":[153],"BERT":[158],"initialize":[161],"decoding":[167],"stage,":[168],"proposed":[170],"method":[171,242],"accelerates":[172],"convergence":[174],"improves":[179],"accuracy":[181],"recognition.":[184],"Compared":[185],"with":[186],"baseline":[188],"character":[191],"error":[192,197],"rate":[193,198],"(CER)":[194],"word":[196],"(WER)":[199],"on":[200],"LibriSpeech":[202],"test-other":[203],"increases":[205],"2.42%":[207],"2.96%,":[209],"respectively.":[210,236],"apply":[212],"Common":[218],"Voice-Turkish":[219],"(35":[220],"h)":[221,225],"Uzbek":[223],"(78":[224],"datasets,":[226],"WER":[229],"reduced":[231],"7.07%":[233],"7.08%,":[235],"our":[241],"close":[244],"advanced":[247],"systems.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
