{"id":"https://openalex.org/W4406047012","doi":"https://doi.org/10.1109/lsp.2024.3525399","title":"TAML-Adapter: Enhancing Adapter Tuning Through Task-Agnostic Meta-Learning for Low-Resource Automatic Speech Recognition","display_name":"TAML-Adapter: Enhancing Adapter Tuning Through Task-Agnostic Meta-Learning for Low-Resource Automatic Speech Recognition","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406047012","doi":"https://doi.org/10.1109/lsp.2024.3525399"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2024.3525399","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3525399","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/lsp.2024.3525399","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100331858","display_name":"Yunpeng Liu","orcid":"https://orcid.org/0000-0003-1369-901X"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Liu","raw_affiliation_strings":["Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China"],"raw_orcid":"https://orcid.org/0000-0003-1369-901X","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074428051","display_name":"Xukui Yang","orcid":"https://orcid.org/0000-0002-7989-7089"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xukui Yang","raw_affiliation_strings":["Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China","Laboratory for Advanced Computing and Intelligence Engineering, Wuxi, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-7989-7089","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Laboratory for Advanced Computing and Intelligence Engineering, Wuxi, Jiangsu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357300","display_name":"Jiayi Zhang","orcid":"https://orcid.org/0000-0002-0601-5794"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Zhang","raw_affiliation_strings":["Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076811312","display_name":"Xi Yang","orcid":"https://orcid.org/0000-0002-5095-6735"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]},{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangli Xi","raw_affiliation_strings":["Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China","Zhengzhou University, Zhengzhou, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001488518","display_name":"Dan Qu","orcid":"https://orcid.org/0000-0001-9917-7794"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Qu","raw_affiliation_strings":["Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China","Laboratory for Advanced Computing and Intelligence Engineering, Wuxi, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0001-9917-7794","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Department of Artificial Intelligence, School of Information Systems Engineering, University of Information Engineering, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Laboratory for Advanced Computing and Intelligence Engineering, Wuxi, Jiangsu, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7134,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92071259,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"32","issue":null,"first_page":"636","last_page":"640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9980999827384949,"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":0.9980999827384949,"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":0.9571999907493591,"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/T12031","display_name":"Speech and dialogue systems","score":0.9492999911308289,"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/adapter","display_name":"Adapter (computing)","score":0.9269033670425415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7340914011001587},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5983951687812805},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5384840965270996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3681986927986145},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.25594693422317505},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11706259846687317}],"concepts":[{"id":"https://openalex.org/C177284502","wikidata":"https://www.wikidata.org/wiki/Q1005390","display_name":"Adapter (computing)","level":2,"score":0.9269033670425415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7340914011001587},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5983951687812805},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5384840965270996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3681986927986145},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.25594693422317505},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11706259846687317},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2024.3525399","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3525399","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/lsp.2024.3525399","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3525399","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G4800268685","display_name":null,"funder_award_id":"232300421240","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"},{"id":"https://openalex.org/G7804056170","display_name":null,"funder_award_id":"62171470","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"},{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2327501763","https://openalex.org/W2962799101","https://openalex.org/W2971840980","https://openalex.org/W3016010032","https://openalex.org/W3161686170","https://openalex.org/W3165404421","https://openalex.org/W3209059054","https://openalex.org/W3213029956","https://openalex.org/W4224918107","https://openalex.org/W4225274946","https://openalex.org/W4319862635","https://openalex.org/W4327500526","https://openalex.org/W4385453245","https://openalex.org/W4385823170","https://openalex.org/W6736057607","https://openalex.org/W6750254146","https://openalex.org/W6759579507","https://openalex.org/W6771467084","https://openalex.org/W6780218876","https://openalex.org/W6850218400","https://openalex.org/W6850360519"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2133028525","https://openalex.org/W4229060448","https://openalex.org/W4306381730","https://openalex.org/W2981692913","https://openalex.org/W3044188621","https://openalex.org/W3184035966","https://openalex.org/W2485605994"],"abstract_inverted_index":{"Parameter-efficient":[0],"fine-tuning":[1,20,68],"of":[2,14,64,87],"pre-trained":[3],"multilingual":[4],"speech":[5,11],"models":[6],"can":[7,34],"significantly":[8],"enhance":[9],"the":[10,56,62,65,77,84,97],"recognition":[12],"performance":[13,38,86],"target":[15,70],"languages.":[16,72],"However,":[17],"traditional":[18],"parameter-efficient":[19],"methods,":[21],"such":[22],"as":[23],"adapter":[24],"tuning,":[25],"often":[26],"face":[27],"challenges":[28],"related":[29],"to":[30,36,41,60,105],"random":[31],"initialization.":[32],"This":[33],"lead":[35],"suboptimal":[37],"when":[39],"adapting":[40],"languages":[42,91],"with":[43,92],"limited":[44,93],"resources.":[45,94],"To":[46],"address":[47],"this":[48,50],"issue,":[49],"paper":[51],"introduces":[52],"TAML-Adapter,":[53],"which":[54],"utilizes":[55],"Task-Agnostic":[57],"Meta-Learning":[58],"algorithm":[59],"initialize":[61],"parameters":[63],"adapters":[66],"before":[67],"in":[69,89],"low-resource":[71],"Comprehensive":[73],"experiments":[74],"conducted":[75],"on":[76],"Common":[78],"Voice":[79],"and":[80,102],"Fleurs":[81],"datasets":[82],"highlight":[83],"superior":[85,100],"TAML-Adapter":[88,98],"five":[90],"In":[95],"addition,":[96],"demonstrates":[99],"generalizability":[101],"extensibility":[103],"compared":[104],"similar":[106],"competing":[107],"methods.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
