{"id":"https://openalex.org/W3203098807","doi":"https://doi.org/10.1109/icassp43922.2022.9746276","title":"Magic Dust for Cross-Lingual Adaptation of Monolingual Wav2vec-2.0","display_name":"Magic Dust for Cross-Lingual Adaptation of Monolingual Wav2vec-2.0","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W3203098807","doi":"https://doi.org/10.1109/icassp43922.2022.9746276","mag":"3203098807"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9746276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9746276","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2110.03560","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035187454","display_name":"Sameer Khurana","orcid":"https://orcid.org/0000-0002-3182-1085"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]},{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Sameer Khurana","raw_affiliation_strings":["MIT Computer Science and Artificial Intelligence Laboratory,Cambridge,MA,USA","MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Computer Science and Artificial Intelligence Laboratory,Cambridge,MA,USA","institution_ids":["https://openalex.org/I4210164862"]},{"raw_affiliation_string":"MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4405258931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025212823","display_name":"Antoine Laurent","orcid":"https://orcid.org/0000-0002-2653-1008"},"institutions":[{"id":"https://openalex.org/I234216984","display_name":"Universit\u00e9 Nantes Angers Le Mans","ror":"https://ror.org/0406t3m57","country_code":"FR","type":"education","lineage":["https://openalex.org/I234216984"]},{"id":"https://openalex.org/I4210108471","display_name":"Le Mans Universit\u00e9","ror":"https://ror.org/01mtcc283","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210108471"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antoine Laurent","raw_affiliation_strings":["LIUM - Le Mans University,France","LIUM - Le Mans University, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIUM - Le Mans University,France","institution_ids":["https://openalex.org/I234216984","https://openalex.org/I4210108471"]},{"raw_affiliation_string":"LIUM - Le Mans University, France","institution_ids":["https://openalex.org/I234216984","https://openalex.org/I4210108471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112758056","display_name":"James Glass","orcid":"https://orcid.org/0000-0002-3097-360X"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]},{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"James Glass","raw_affiliation_strings":["MIT Computer Science and Artificial Intelligence Laboratory,Cambridge,MA,USA","MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Computer Science and Artificial Intelligence Laboratory,Cambridge,MA,USA","institution_ids":["https://openalex.org/I4210164862"]},{"raw_affiliation_string":"MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4405258931"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T12031","display_name":"Speech and dialogue systems","score":0.9973999857902527,"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":0.9972000122070312,"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/computer-science","display_name":"Computer science","score":0.8011916875839233},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5922983884811401},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.5902928709983826},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5661941766738892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5523081421852112},{"id":"https://openalex.org/keywords/magic","display_name":"MAGIC (telescope)","score":0.5507147312164307},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5488772988319397},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5312369465827942},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.48588985204696655},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1634615659713745},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07514894008636475}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8011916875839233},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5922983884811401},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.5902928709983826},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5661941766738892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5523081421852112},{"id":"https://openalex.org/C2777704519","wikidata":"https://www.wikidata.org/wiki/Q45732","display_name":"MAGIC (telescope)","level":2,"score":0.5507147312164307},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5488772988319397},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5312369465827942},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.48588985204696655},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1634615659713745},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07514894008636475},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp43922.2022.9746276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9746276","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2110.03560","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2110.03560","pdf_url":"https://arxiv.org/pdf/2110.03560","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2110.03560","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2110.03560","pdf_url":"https://arxiv.org/pdf/2110.03560","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1647671624","https://openalex.org/W1828163288","https://openalex.org/W2111316763","https://openalex.org/W2113896236","https://openalex.org/W2278264165","https://openalex.org/W2522137090","https://openalex.org/W2842511635","https://openalex.org/W2896457183","https://openalex.org/W2933138175","https://openalex.org/W2952509486","https://openalex.org/W2963077089","https://openalex.org/W2963341956","https://openalex.org/W2963522845","https://openalex.org/W2971840980","https://openalex.org/W2972981541","https://openalex.org/W2976223659","https://openalex.org/W2995181338","https://openalex.org/W3005511757","https://openalex.org/W3005680577","https://openalex.org/W3015522062","https://openalex.org/W3016181583","https://openalex.org/W3023911605","https://openalex.org/W3027083471","https://openalex.org/W3036601975","https://openalex.org/W3037057938","https://openalex.org/W3096338464","https://openalex.org/W3099782249","https://openalex.org/W3101498587","https://openalex.org/W3114727685","https://openalex.org/W3144173820","https://openalex.org/W3163464943","https://openalex.org/W3165404421","https://openalex.org/W3186596101","https://openalex.org/W3196321886","https://openalex.org/W3198429080","https://openalex.org/W3198771897","https://openalex.org/W4297808394","https://openalex.org/W4302764113","https://openalex.org/W6636915900","https://openalex.org/W6638749077","https://openalex.org/W6727048030","https://openalex.org/W6755207826","https://openalex.org/W6766960374","https://openalex.org/W6768222176","https://openalex.org/W6774314701","https://openalex.org/W6779919476","https://openalex.org/W6780218876","https://openalex.org/W6787587704","https://openalex.org/W6796418813","https://openalex.org/W6799245484"],"related_works":["https://openalex.org/W3082178636","https://openalex.org/W2782041652","https://openalex.org/W2612657834","https://openalex.org/W2392157706","https://openalex.org/W2599192953","https://openalex.org/W2952088488","https://openalex.org/W4225691210","https://openalex.org/W2481230473","https://openalex.org/W635799472","https://openalex.org/W2530913366"],"abstract_inverted_index":{"We":[0,23,38],"propose":[1],"a":[2,26,30,53],"simple":[3],"and":[4],"effective":[5],"cross-lingual":[6],"transfer":[7],"learning":[8],"method":[9],"to":[10],"adapt":[11],"monolingual":[12,27,72],"wav2vec-2.0":[13,28,73],"models":[14],"for":[15],"Automatic":[16],"Speech":[17],"Recognition":[18],"(ASR)":[19],"in":[20,35,58],"resource-scarce":[21],"languages.":[22,37],"show":[24],"that":[25,69],"is":[29,68,84],"good":[31],"few-shot":[32],"ASR":[33,93],"learner":[34],"several":[36,44],"improve":[39],"its":[40],"performance":[41,76],"further":[42],"via":[43],"iterations":[45],"of":[46,65],"Dropout":[47],"Uncertainty-Driven":[48],"Self-Training":[49],"(DUST)":[50],"by":[51],"using":[52],"moderate-sized":[54],"unlabeled":[55],"speech":[56],"dataset":[57],"the":[59,70,78,90],"target":[60,91],"language.":[61],"A":[62],"key":[63],"finding":[64],"this":[66],"work":[67],"adapted":[71],"achieves":[74],"similar":[75],"as":[77],"topline":[79],"multilingual":[80],"XLSR":[81],"model,":[82],"which":[83],"trained":[85],"on":[86,89],"fifty-three":[87],"languages,":[88],"language":[92],"task.":[94]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
