{"id":"https://openalex.org/W3197580070","doi":"https://doi.org/10.21437/interspeech.2021-1775","title":"SUPERB: Speech Processing Universal PERformance Benchmark","display_name":"SUPERB: Speech Processing Universal PERformance Benchmark","publication_year":2021,"publication_date":"2021-08-27","ids":{"openalex":"https://openalex.org/W3197580070","doi":"https://doi.org/10.21437/interspeech.2021-1775","mag":"3197580070"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2021-1775","doi":"https://doi.org/10.21437/interspeech.2021-1775","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2021-1775","pdf_url":null,"source":{"id":"https://openalex.org/S4393918409","display_name":"Interspeech (USB)","issn_l":"2308-457X","issn":["2308-457X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2021","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2105.01051","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078898845","display_name":"Shu-Wen Yang","orcid":"https://orcid.org/0000-0001-5503-9410","observed_orcids":["https://orcid.org/0000-0001-5503-9410"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shu-wen Yang","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069156649","display_name":"Po-Han Chi","orcid":"https://orcid.org/0000-0001-8183-3781","observed_orcids":["https://orcid.org/0000-0001-8183-3781"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Han Chi","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058729228","display_name":"Yung-Sung Chuang","orcid":"https://orcid.org/0000-0002-1723-5063","observed_orcids":["https://orcid.org/0000-0002-1723-5063"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yung-Sung Chuang","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010825170","display_name":"Cheng-I Lai","orcid":"https://orcid.org/0000-0002-2343-8596","observed_orcids":["https://orcid.org/0000-0002-2343-8596"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cheng-I Jeff Lai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050838145","display_name":"Kushal Lakhotia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kushal Lakhotia","raw_affiliation_strings":["Facebook AI Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook AI Research, USA","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047521320","display_name":"Yist Y. Lin","orcid":"https://orcid.org/0009-0000-9054-1596","observed_orcids":["https://orcid.org/0009-0000-9054-1596"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yist Y. Lin","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018050919","display_name":"Andy T. Liu","orcid":"https://orcid.org/0000-0002-2502-3992","observed_orcids":["https://orcid.org/0000-0002-2502-3992"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Andy T. Liu","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008336983","display_name":"Jiatong Shi","orcid":"https://orcid.org/0000-0002-9050-8304","observed_orcids":["https://orcid.org/0000-0002-9050-8304"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiatong Shi","raw_affiliation_strings":["Johns Hopkins University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050058892","display_name":"Xuankai Chang","orcid":"https://orcid.org/0000-0002-5221-5412","observed_orcids":["https://orcid.org/0000-0002-5221-5412"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuankai Chang","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108124525","display_name":"Guan-Ting Lin","orcid":"https://orcid.org/0009-0003-5460-8740","observed_orcids":["https://orcid.org/0009-0003-5460-8740"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Guan-Ting Lin","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100878484","display_name":"Tzu-Hsien Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-Hsien Huang","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078942855","display_name":"Wei-Cheng Tseng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Cheng Tseng","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049152361","display_name":"Ko-tik Lee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ko-tik Lee","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084868332","display_name":"Da-Rong Liu","orcid":"https://orcid.org/0009-0005-0090-7408","observed_orcids":["https://orcid.org/0009-0005-0090-7408"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Da-Rong Liu","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101619225","display_name":"Zili Huang","orcid":"https://orcid.org/0000-0003-1238-8017","observed_orcids":["https://orcid.org/0000-0003-1238-8017"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zili Huang","raw_affiliation_strings":["Johns Hopkins University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032243328","display_name":"Shuyan Dong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuyan Dong","raw_affiliation_strings":["Amazon AI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon AI, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029566548","display_name":"Shang-Wen Daniel Li","orcid":"https://orcid.org/0000-0003-0656-9874","observed_orcids":["https://orcid.org/0000-0003-0656-9874"]},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shang-Wen Li","raw_affiliation_strings":["Amazon AI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon AI, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001291873","display_name":"Shinji Watanabe","orcid":"https://orcid.org/0000-0002-5970-8631","observed_orcids":["https://orcid.org/0000-0002-5970-8631"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shinji Watanabe","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103742478","display_name":"Abdelrahman Mohamed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdelrahman Mohamed","raw_affiliation_strings":["Facebook AI Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook AI Research, USA","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040508737","display_name":"Hung-yi Lee","orcid":"https://orcid.org/0000-0002-9654-5747","observed_orcids":["https://orcid.org/0000-0002-9654-5747"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hung-yi Lee","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":59.4185,"has_fulltext":true,"cited_by_count":994,"citation_normalized_percentile":{"value":0.99950809,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1194","last_page":"1198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9467999935150146,"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":0.9467999935150146,"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":0.017000000923871994,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.015300000086426735,"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/self-supervised-learning","display_name":"self-supervised learning","score":0.9160000085830688},{"id":"https://openalex.org/keywords/speech-processing","display_name":"speech processing","score":0.8009999990463257},{"id":"https://openalex.org/keywords/benchmark","display_name":"benchmark","score":0.7059999704360962},{"id":"https://openalex.org/keywords/representation-learning","display_name":"representation learning","score":0.6790000200271606},{"id":"https://openalex.org/keywords/shared-models","display_name":"shared models","score":0.49000000953674316},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.5419999957084656},{"id":"https://openalex.org/keywords/task-generalization","display_name":"task generalization","score":0.5329999923706055}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7882404327392578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7827718257904053},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5210330486297607},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.49530234932899475},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.21437/interspeech.2021-1775","doi":"https://doi.org/10.21437/interspeech.2021-1775","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2021-1775","pdf_url":null,"source":{"id":"https://openalex.org/S4393918409","display_name":"Interspeech (USB)","issn_l":"2308-457X","issn":["2308-457X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2021","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2105.01051","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.01051","pdf_url":"https://arxiv.org/pdf/2105.01051","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2105.01051","doi":"https://doi.org/10.48550/arxiv.2105.01051","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2105.01051","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2105.01051","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.01051","pdf_url":"https://arxiv.org/pdf/2105.01051","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3197580070.pdf","grobid_xml":"https://content.openalex.org/works/W3197580070.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1567520911","https://openalex.org/W2107092366","https://openalex.org/W2134800885","https://openalex.org/W2146334809","https://openalex.org/W2294718077","https://openalex.org/W2787560479","https://openalex.org/W2803609229","https://openalex.org/W2883725317","https://openalex.org/W2890964092","https://openalex.org/W2896457183","https://openalex.org/W2923014074","https://openalex.org/W2928075308","https://openalex.org/W2935542736","https://openalex.org/W2939710050","https://openalex.org/W2943527153","https://openalex.org/W2947896218","https://openalex.org/W2953190524","https://openalex.org/W2963341956","https://openalex.org/W2972943112","https://openalex.org/W2972949456","https://openalex.org/W2977838803","https://openalex.org/W2979476256","https://openalex.org/W2981087920","https://openalex.org/W2982223350","https://openalex.org/W3002741552","https://openalex.org/W3005511757","https://openalex.org/W3006926732","https://openalex.org/W3017961061","https://openalex.org/W3027008958","https://openalex.org/W3035164673","https://openalex.org/W3036601975","https://openalex.org/W3041561163","https://openalex.org/W3095292526","https://openalex.org/W3095953768","https://openalex.org/W3097286738","https://openalex.org/W3099782249","https://openalex.org/W3112034174","https://openalex.org/W3161223924","https://openalex.org/W3169320628","https://openalex.org/W3198275944","https://openalex.org/W4287553982","https://openalex.org/W4287591426","https://openalex.org/W4297808394"],"related_works":["https://openalex.org/W4319862442","https://openalex.org/W4385822439","https://openalex.org/W4306169301","https://openalex.org/W4394862910","https://openalex.org/W4221163590","https://openalex.org/W3158793689","https://openalex.org/W4391021682","https://openalex.org/W4385822952","https://openalex.org/W3205032693","https://openalex.org/W3207583491"],"abstract_inverted_index":{"Self-supervised":[0],"learning":[1,125,175],"(SSL)":[2],"has":[3],"proven":[4],"vital":[5],"for":[6,34],"advancing":[7],"research":[8,172],"in":[9,173],"natural":[10],"language":[11],"processing":[12,43,61,84],"(NLP)":[13],"and":[14,30,90,151,165,176],"computer":[15],"vision":[16],"(CV).":[17],"The":[18],"paradigm":[19],"pretrains":[20],"a":[21,46,68,75,79,117,160,163,166],"shared":[22,76,98,135],"model":[23,77],"on":[24,103,130],"large":[25],"volumes":[26],"of":[27,74,82,96,132],"unlabeled":[28],"data":[29],"achieves":[31],"state-of-the-art":[32],"(SOTA)":[33],"various":[35],"tasks":[36,85,123],"with":[37,86,162],"minimal":[38,87],"adaptation.":[39],"However,":[40],"the":[41,52,72,97,105,133,141,171],"speech":[42,83,178],"community":[44],"lacks":[45],"similar":[47],"setup":[48],"to":[49,70,111,120,169],"systematically":[50],"explore":[51],"paradigm.":[53],"To":[54],"bridge":[55],"this":[56],"gap,":[57],"we":[58,100],"introduce":[59],"Speech":[60],"Universal":[62],"PERformance":[63],"Benchmark":[64],"(SUPERB).":[65],"SUPERB":[66,122,154,158],"is":[67,143],"leaderboard":[69,164],"benchmark":[71,167],"performance":[73],"across":[78,153],"wide":[80],"range":[81],"architecture":[88],"changes":[89],"labeled":[91],"data.":[92],"Among":[93],"multiple":[94],"usages":[95],"model,":[99],"especially":[101],"focus":[102],"extracting":[104],"representation":[106,174],"learned":[107],"from":[108],"SSL":[109,146],"due":[110],"its":[112],"preferable":[113],"re-usability.":[114],"We":[115,156],"present":[116],"simple":[118],"framework":[119,142],"solve":[121],"by":[124],"task-specialized":[126],"lightweight":[127],"prediction":[128],"heads":[129],"top":[131],"frozen":[134],"model.":[136],"Our":[137],"results":[138],"demonstrate":[139],"that":[140],"promising":[144],"as":[145,159],"representations":[147],"show":[148],"competitive":[149],"generalizability":[150],"accessibility":[152],"tasks.":[155],"release":[157],"challenge":[161],"toolkit":[168],"fuel":[170],"general":[177],"processing.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":164},{"year":2025,"cited_by_count":194},{"year":2024,"cited_by_count":219},{"year":2023,"cited_by_count":255},{"year":2022,"cited_by_count":139},{"year":2021,"cited_by_count":23}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2021-09-13T00:00:00"}
