{"id":"https://openalex.org/W4392980978","doi":"https://doi.org/10.1109/aics60730.2023.10470608","title":"Comprehensive Phonological Analysis for Clinical Implication Using Self-Attention Based Grapheme to Phoneme Modeling Under Low-Resource Conditions","display_name":"Comprehensive Phonological Analysis for Clinical Implication Using Self-Attention Based Grapheme to Phoneme Modeling Under Low-Resource Conditions","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4392980978","doi":"https://doi.org/10.1109/aics60730.2023.10470608"},"language":"en","primary_location":{"id":"doi:10.1109/aics60730.2023.10470608","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aics60730.2023.10470608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)","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/A5076299882","display_name":"Puneet Bawa","orcid":"https://orcid.org/0000-0001-5508-537X"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Puneet Bawa","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University,Punjab,India","Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University,Punjab,India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072742671","display_name":"Virender Kadyan","orcid":"https://orcid.org/0000-0001-8708-9738"},"institutions":[{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Virender Kadyan","raw_affiliation_strings":["Speech and Language Research Centre, University of Petroleum and Energy Studies,Dehradun,India","Speech and Language Research Centre, University of Petroleum and Energy Studies, Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Speech and Language Research Centre, University of Petroleum and Energy Studies,Dehradun,India","institution_ids":["https://openalex.org/I5847235"]},{"raw_affiliation_string":"Speech and Language Research Centre, University of Petroleum and Energy Studies, Dehradun, India","institution_ids":["https://openalex.org/I5847235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086230816","display_name":"Muskaan Singh","orcid":"https://orcid.org/0009-0008-2638-7000"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muskaan Singh","raw_affiliation_strings":["Intelligent Systems Research Centre, School of Computing, Ulster University,Cognitive Analytics Research Lab,UK","Cognitive Analytics Research Lab, Intelligent Systems Research Centre, School of Computing, Ulster University, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, School of Computing, Ulster University,Cognitive Analytics Research Lab,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"Cognitive Analytics Research Lab, Intelligent Systems Research Centre, School of Computing, Ulster University, UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076299882"],"corresponding_institution_ids":["https://openalex.org/I74319210"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21351868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9336000084877014,"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":0.9336000084877014,"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/grapheme","display_name":"Grapheme","score":0.9305176734924316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.768926739692688},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5761633515357971},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5346646904945374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4525132477283478},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40954408049583435},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08248388767242432}],"concepts":[{"id":"https://openalex.org/C2776779415","wikidata":"https://www.wikidata.org/wiki/Q2545446","display_name":"Grapheme","level":3,"score":0.9305176734924316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.768926739692688},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5761633515357971},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5346646904945374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4525132477283478},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40954408049583435},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08248388767242432},{"id":"https://openalex.org/C30080830","wikidata":"https://www.wikidata.org/wiki/Q169917","display_name":"Graphene","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aics60730.2023.10470608","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aics60730.2023.10470608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1967602161","https://openalex.org/W2090755665","https://openalex.org/W3088761213","https://openalex.org/W3128820871","https://openalex.org/W4206408372","https://openalex.org/W4221155853","https://openalex.org/W4221160950","https://openalex.org/W4281822368","https://openalex.org/W4285181910","https://openalex.org/W4322731528","https://openalex.org/W4375869090","https://openalex.org/W4385647263","https://openalex.org/W4385823487","https://openalex.org/W6631362777"],"related_works":["https://openalex.org/W2506515307","https://openalex.org/W2060656088","https://openalex.org/W4385893898","https://openalex.org/W2383836440","https://openalex.org/W4285757703","https://openalex.org/W2610662399","https://openalex.org/W2509341624","https://openalex.org/W2057468170","https://openalex.org/W112480583","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Within":[0],"the":[1,34,49,64,71,87,105,116,123,126,149,178,196,202],"field":[2,106],"of":[3,19,36,42,45,53,66,73,107,118,128],"speech":[4,21,43,54,74,89,197],"recognition,":[5],"a":[6,17,101,112,189],"significant":[7,102],"obstacle":[8],"occurs":[9],"when":[10],"faced":[11],"with":[12],"low-resource":[13,79],"situations":[14],"charac-terized":[15],"by":[16,92,110,183],"scarcity":[18],"accessible":[20],"data,":[22],"which":[23],"is":[24,44],"also":[25],"het-erogeneous":[26],"in":[27,48,78,131,188,192],"nature.":[28],"This":[29],"becomes":[30],"more":[31],"challenging":[32],"considering":[33],"aspect":[35],"clinical":[37],"environments,":[38],"where":[39],"accurate":[40],"transcription":[41],"utmost":[46],"significance":[47],"identification":[50],"and":[51,55,70,172],"man-agement":[52],"language":[56,67,120,145,162,185],"disorders.":[57],"The":[58,95,134,156],"current":[59],"manual":[60],"methodologies":[61],"used":[62],"for":[63,180,195],"development":[65,147],"models":[68,163],"(LMs)":[69],"recognition":[72,109,193,198],"often":[75],"encounter":[76],"difficulties":[77],"scenarios,":[80],"exhibiting":[81],"limited":[82],"ability":[83],"to":[84,86,99],"adjust":[85],"distinct":[88],"patterns":[90],"shown":[91],"diverse":[93],"demographics.":[94],"present":[96],"study":[97,124,135],"aims":[98],"tackle":[100],"issue":[103],"within":[104],"voice":[108],"proposing":[111],"solution":[113],"centered":[114],"on":[115,138,201],"advancement":[117],"automated":[119,144,161],"modeling.":[121,155],"Specifically,":[122],"highlights":[125],"importance":[127],"n-gram":[129,184],"LMs":[130],"this":[132,175],"context.":[133],"sheds":[136],"light":[137],"an":[139],"innovative":[140],"method":[141],"that":[142,160],"utilizes":[143],"model":[146],"using":[148],"multi-head":[150],"self-attention":[151],"transformer-based":[152],"Grapheme-to-Phoneme":[153],"(G2P)":[154],"results":[157],"clearly":[158],"indicate":[159],"outperform":[164],"humanly":[165],"created":[166],"alternatives,":[167],"highlighting":[168],"their":[169],"impressive":[170],"adaptability":[171],"dependability.":[173],"Furthermore,":[174],"research":[176],"investigates":[177],"potential":[179],"metamorphosis":[181],"offered":[182],"models,":[186],"resulting":[187],"notable":[190],"increase":[191],"accuracy":[194],"system":[199],"based":[200],"Deep":[203],"Neural":[204],"Network-Hidden":[205],"Markov":[206],"Model":[207],"(DNN-HMM).":[208]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
