{"id":"https://openalex.org/W4283832986","doi":"https://doi.org/10.48550/arxiv.2207.00706","title":"UserLibri: A Dataset for ASR Personalization Using Only Text","display_name":"UserLibri: A Dataset for ASR Personalization Using Only Text","publication_year":2022,"publication_date":"2022-07-02","ids":{"openalex":"https://openalex.org/W4283832986","doi":"https://doi.org/10.48550/arxiv.2207.00706"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2207.00706","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.00706","pdf_url":"https://arxiv.org/pdf/2207.00706","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2207.00706","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063381559","display_name":"Theresa Breiner","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Breiner, Theresa","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055477441","display_name":"Swaroop Ramaswamy Pillai","orcid":"https://orcid.org/0000-0001-6470-3053"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramaswamy, Swaroop","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040131037","display_name":"Ehsan Variani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Variani, Ehsan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047141122","display_name":"Shefali Garg","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Garg, Shefali","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075324202","display_name":"Rajiv Mathews","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mathews, Rajiv","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032798707","display_name":"Khe Chai Sim","orcid":"https://orcid.org/0000-0002-0866-2223"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sim, Khe Chai","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028500687","display_name":"Kilol Gupta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gupta, Kilol","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081689459","display_name":"Mingqing Chen","orcid":"https://orcid.org/0000-0002-4207-8696"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Mingqing","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5053386420","display_name":"Lara McConnaughey","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"McConnaughey, Lara","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5063381559"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"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":0.9994999766349792,"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":0.9994999766349792,"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/T11309","display_name":"Music and Audio Processing","score":0.9932000041007996,"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/T12031","display_name":"Speech and dialogue systems","score":0.9918000102043152,"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/personalization","display_name":"Personalization","score":0.9029175043106079},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7095595002174377},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5750653743743896},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4943060874938965},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.4575783610343933},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4424927532672882},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.43984484672546387},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34813380241394043},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.34795093536376953},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31592828035354614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24795258045196533}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.9029175043106079},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7095595002174377},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5750653743743896},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4943060874938965},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.4575783610343933},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4424927532672882},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.43984484672546387},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34813380241394043},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34795093536376953},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31592828035354614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24795258045196533},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2207.00706","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.00706","pdf_url":"https://arxiv.org/pdf/2207.00706","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2207.00706","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2207.00706","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2207.00706","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.00706","pdf_url":"https://arxiv.org/pdf/2207.00706","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283832986.pdf","grobid_xml":"https://content.openalex.org/works/W4283832986.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3175610199","https://openalex.org/W2309273277","https://openalex.org/W1769849273","https://openalex.org/W2061937230","https://openalex.org/W1574295218","https://openalex.org/W113247760","https://openalex.org/W2547793174","https://openalex.org/W2132885390","https://openalex.org/W2070212102","https://openalex.org/W2132658536"],"abstract_inverted_index":{"Personalization":[0],"of":[1,13,121,127],"speech":[2,45],"models":[3],"on":[4,37,53],"mobile":[5,20],"devices":[6,21],"(on-device":[7],"personalization)":[8],"is":[9],"an":[10,119],"active":[11],"area":[12],"research,":[14],"but":[15],"more":[16,23],"often":[17],"than":[18,26],"not,":[19],"have":[22],"text-only":[24,38,61],"data":[25,62],"paired":[27],"audio-text":[28],"data.":[29],"We":[30,51,69,98],"explore":[31],"training":[32],"a":[33,54],"personalized":[34,60],"language":[35],"model":[36],"data,":[39],"used":[40],"during":[41],"inference":[42],"to":[43,76,101],"improve":[44],"recognition":[46],"performance":[47],"for":[48,63,123],"that":[49],"user.":[50],"experiment":[52],"user-clustered":[55],"LibriSpeech":[56,73,81],"corpus,":[57],"supplemented":[58],"with":[59],"each":[64],"user":[65,109],"from":[66,89,96],"Project":[67],"Gutenberg.":[68],"release":[70],"this":[71],"User-Specific":[72],"(UserLibri)":[74],"dataset":[75,92],"aid":[77],"future":[78],"personalization":[79],"research.":[80],"audio-transcript":[82],"pairs":[83],"are":[84,99],"grouped":[85],"into":[86],"55":[87],"users":[88,95,129],"the":[90,103,124],"test-clean":[91],"and":[93,115],"52":[94],"test-other.":[97],"able":[100],"lower":[102],"average":[104],"word":[105],"error":[106],"rate":[107],"per":[108],"across":[110],"both":[111],"sets":[112],"in":[113],"streaming":[114],"nonstreaming":[116],"models,":[117],"including":[118],"improvement":[120],"2.5":[122],"harder":[125],"set":[126],"test-other":[128],"when":[130],"streaming.":[131]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
