{"id":"https://openalex.org/W4319653946","doi":"https://doi.org/10.48550/arxiv.2302.03540","title":"Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision","display_name":"Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4319653946","doi":"https://doi.org/10.48550/arxiv.2302.03540"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2302.03540","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":["Cornell University"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/abs/2302.03540","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102924622","display_name":"Eugene Kharitonov","orcid":"https://orcid.org/0009-0000-8653-721X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kharitonov, Eugene","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058616625","display_name":"Damien Vincent","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vincent, Damien","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026110001","display_name":"Zal\u00e1n Borsos","orcid":"https://orcid.org/0000-0003-0007-829X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Borsos, Zal\u00e1n","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040382220","display_name":"Rapha\u00ebl Marinier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marinier, Rapha\u00ebl","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103445258","display_name":"Sertan Girgin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Girgin, Sertan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065100569","display_name":"Olivier Pietquin","orcid":"https://orcid.org/0000-0002-5386-465X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pietquin, Olivier","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081709307","display_name":"Matt Sharifi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sharifi, Matt","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033341878","display_name":"Marco Tagliasacchi","orcid":"https://orcid.org/0000-0002-7682-6795"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tagliasacchi, Marco","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5047639590","display_name":"Neil Zeghidour","orcid":"https://orcid.org/0000-0001-6896-3987"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zeghidour, Neil","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.778623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":78},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9992,"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":0.9992,"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":0.9985,"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/T10028","display_name":"Topic Modeling","score":0.9963,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.79147327},{"id":"https://openalex.org/C134537474","wikidata":"https://www.wikidata.org/wiki/Q17144832","display_name":"Naturalness","level":2,"score":0.7689079},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5749309},{"id":"https://openalex.org/C14999030","wikidata":"https://www.wikidata.org/wiki/Q16346","display_name":"Speech synthesis","level":2,"score":0.53107446},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4311734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36114758},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2302.03540","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":["Cornell University"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.2302.03540","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2302.03540","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":["Cornell University"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.85,"display_name":"Quality education"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391272374","https://openalex.org/W2946856121","https://openalex.org/W2535215250","https://openalex.org/W2433276473","https://openalex.org/W2108985546","https://openalex.org/W2081919107","https://openalex.org/W2024201202","https://openalex.org/W1984347656","https://openalex.org/W1914543332","https://openalex.org/W1537411440"],"abstract_inverted_index":{"We":[0],"introduce":[1],"SPEAR-TTS,":[2],"a":[3,27,106,126],"multi-speaker":[4],"text-to-speech":[5],"(TTS)":[6],"system":[7],"that":[8,123,130],"can":[9],"be":[10],"trained":[11],"with":[12,133],"minimal":[13],"supervision.":[14],"By":[15],"combining":[16],"two":[17,30,53],"types":[18],"of":[19,29,57,71,109,140,149],"discrete":[20],"speech":[21,146],"representations,":[22],"we":[23,92],"cast":[24],"TTS":[25],"as":[26,154],"composition":[28],"sequence-to-sequence":[31],"tasks:":[32],"from":[33,43],"text":[34],"to":[35,40,46,75,99,101],"high-level":[36],"semantic":[37,44],"tokens":[38,45,49],"(akin":[39],"\"reading\")":[41],"and":[42,65,73,151],"low-level":[47],"acoustic":[48,152],"(\"speaking\").":[50],"Decoupling":[51],"these":[52],"tasks":[54],"enables":[55],"training":[56,83],"the":[58,67,77,84,89],"\"speaking\"":[59],"module":[60],"using":[61,104,136],"abundant":[62],"audio-only":[63],"data,":[64,142],"unlocks":[66],"highly":[68],"efficient":[69],"combination":[70],"pretraining":[72],"backtranslation":[74],"reduce":[76],"need":[78],"for":[79],"parallel":[80,141],"data":[81],"when":[82],"\"reading\"":[85],"component.":[86],"To":[87],"control":[88],"speaker":[90,115],"identity,":[91],"adopt":[93],"example":[94],"prompting,":[95],"which":[96],"allows":[97],"SPEAR-TTS":[98,124],"generalize":[100],"unseen":[102],"speakers":[103],"only":[105,137],"short":[107],"sample":[108],"3":[110],"seconds,":[111],"without":[112],"any":[113],"explicit":[114],"representation":[116],"or":[117],"speaker-id":[118],"labels.":[119],"Our":[120],"experiments":[121],"demonstrate":[122],"achieves":[125],"character":[127],"error":[128],"rate":[129],"is":[131],"competitive":[132],"state-of-the-art":[134],"methods":[135],"15":[138],"minutes":[139],"while":[143],"matching":[144],"ground-truth":[145],"in":[147,156],"terms":[148],"naturalness":[150],"quality,":[153],"measured":[155],"subjective":[157],"tests.":[158]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4319653946","counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-01-03T06:07:27.471299","created_date":"2023-02-10"}