{"id":"https://openalex.org/W4412161775","doi":"https://doi.org/10.1145/3748322","title":"Hinglish Cross-Accent Model Agnostic Meta-Learning Automatic Speech Recognition","display_name":"Hinglish Cross-Accent Model Agnostic Meta-Learning Automatic Speech Recognition","publication_year":2025,"publication_date":"2025-07-10","ids":{"openalex":"https://openalex.org/W4412161775","doi":"https://doi.org/10.1145/3748322"},"language":"en","primary_location":{"id":"doi:10.1145/3748322","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748322","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3748322","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027539590","display_name":"Sanskar Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387155265"]},{"id":"https://openalex.org/I4210138251","display_name":"Indian Institute of Information Technology, Nagpur","ror":"https://ror.org/03e2e3s57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138251"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sanskar Singh","raw_affiliation_strings":["IIIT Naya Raipur"],"affiliations":[{"raw_affiliation_string":"IIIT Naya Raipur","institution_ids":["https://openalex.org/I4210138251","https://openalex.org/I4387155265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109395425","display_name":"S. R. Kushwaha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138251","display_name":"Indian Institute of Information Technology, Nagpur","ror":"https://ror.org/03e2e3s57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138251"]},{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivam Kushwaha","raw_affiliation_strings":["IIIT Naya Raipur"],"affiliations":[{"raw_affiliation_string":"IIIT Naya Raipur","institution_ids":["https://openalex.org/I4210138251","https://openalex.org/I4387155265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101499634","display_name":"Avantika Singh","orcid":"https://orcid.org/0000-0002-2606-5959"},"institutions":[{"id":"https://openalex.org/I4210138251","display_name":"Indian Institute of Information Technology, Nagpur","ror":"https://ror.org/03e2e3s57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138251"]},{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avantika Singh","raw_affiliation_strings":["IIIT Naya Raipur"],"affiliations":[{"raw_affiliation_string":"IIIT Naya Raipur","institution_ids":["https://openalex.org/I4210138251","https://openalex.org/I4387155265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049753648","display_name":"Shaifu Gupta","orcid":"https://orcid.org/0000-0002-7146-9012"},"institutions":[{"id":"https://openalex.org/I4210127441","display_name":"Indian Institute of Technology Jammu","ror":"https://ror.org/02f0vsw63","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210127441"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shaifu Gupta","raw_affiliation_strings":["IIT Jammu"],"affiliations":[{"raw_affiliation_string":"IIT Jammu","institution_ids":["https://openalex.org/I4210127441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027539590"],"corresponding_institution_ids":["https://openalex.org/I4210138251","https://openalex.org/I4387155265"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08993239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"9","first_page":"1","last_page":"18"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9955000281333923,"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":0.9843000173568726,"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/stress","display_name":"Stress (linguistics)","score":0.7561261653900146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6154711842536926},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5650796294212341},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5604608058929443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5226961374282837}],"concepts":[{"id":"https://openalex.org/C2776756274","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.7561261653900146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6154711842536926},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5650796294212341},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5604608058929443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5226961374282837}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3748322","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748322","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3748322","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748322","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W5524598","https://openalex.org/W128638292","https://openalex.org/W2089217417","https://openalex.org/W2294933947","https://openalex.org/W2560674852","https://openalex.org/W2750779823","https://openalex.org/W2915722758","https://openalex.org/W2930957955","https://openalex.org/W2945978556","https://openalex.org/W3006713268","https://openalex.org/W3010079431","https://openalex.org/W3010183557","https://openalex.org/W3015286511","https://openalex.org/W4385245566","https://openalex.org/W4385453245","https://openalex.org/W4385822563","https://openalex.org/W4399618569","https://openalex.org/W4402670026","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4367680763","https://openalex.org/W2739335048","https://openalex.org/W1506224037","https://openalex.org/W4213177143","https://openalex.org/W2151922127","https://openalex.org/W4237818736","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Mother":[0],"tongues":[1],"and":[2,17,65,119,143,146],"regional":[3],"dialects":[4],"have":[5],"a":[6,13,24,57,76],"substantial":[7],"impact":[8],"on":[9,141],"pronunciation,":[10],"leading":[11],"to":[12,52,72,80,94,98],"range":[14],"of":[15,38,45,138,154,161],"complex":[16],"unique":[18],"accents.":[19,82,100],"This":[20],"complexity":[21],"increases":[22],"in":[23,116],"diverse":[25],"country":[26],"such":[27],"as":[28,122],"India,":[29],"which":[30,34,128],"has":[31],"code-mixed":[32,69],"languages,":[33],"necessitates":[35],"the":[36,67,136,152,162],"development":[37],"an":[39],"Automatic":[40],"Speech":[41],"Recognition(ASR)":[42],"system":[43],"capable":[44],"accommodating":[46],"these":[47],"variations":[48],"effectively.":[49],"In":[50],"order":[51],"address":[53],"this,":[54],"we":[55,134],"suggest":[56],"Hinglish":[58],"voice":[59],"recognition":[60],"task":[61],"that":[62,106],"is":[63,88,129],"cross-accented":[64],"uses":[66],"Hindi+English":[68],"conversational":[70],"data":[71],"evaluate":[73],"how":[74],"well":[75],"model":[77],"can":[78],"adapt":[79],"different":[81,158],"The":[83],"model-agnostic":[84],"meta-learning":[85],"(MAML)":[86],"technique":[87],"extended":[89],"by":[90,124,131],"our":[91,107],"accent-agnostic":[92],"method":[93,108],"enable":[95],"quick":[96],"adaptation":[97],"unknown":[99],"We":[101],"show":[102],"through":[103],"numerous":[104],"experiments":[105],"works":[109],"well.":[110],"It":[111],"outperforms":[112],"joint":[113],"multi-accent":[114],"training":[115],"both":[117],"mixed":[118,142],"cross-region":[120,144],"settings,":[121],"measured":[123],"word":[125],"error":[126],"rate(WER),":[127],"enhanced":[130],"3-5%.":[132],"Further,":[133],"investigate":[135],"effects":[137],"few-shot":[139],"fine-tuning":[140],"samples,":[145],"ultimately":[147],"revealing":[148],"important":[149],"insights":[150],"into":[151],"pronunciation":[153],"Hindi-accented":[155],"audio":[156],"across":[157],"geographical":[159],"areas":[160],"country.":[163]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
