{"id":"https://openalex.org/W4393079418","doi":"https://doi.org/10.1109/rivf60135.2023.10471805","title":"Speaker Verification Using Distance Based on Principal Component Analysis for Household Scenario Adaptation","display_name":"Speaker Verification Using Distance Based on Principal Component Analysis for Household Scenario Adaptation","publication_year":2023,"publication_date":"2023-12-23","ids":{"openalex":"https://openalex.org/W4393079418","doi":"https://doi.org/10.1109/rivf60135.2023.10471805"},"language":"en","primary_location":{"id":"doi:10.1109/rivf60135.2023.10471805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf60135.2023.10471805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 RIVF International Conference on Computing and Communication Technologies (RIVF)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111119730","display_name":"Quoc\u2010Huy Nguyen","orcid":"https://orcid.org/0000-0003-4996-628X"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Quoc-Huy Nguyen","raw_affiliation_strings":["Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology,Ishikawa,Japan","Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology,Ishikawa,Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nguyen Le Minh","orcid":null},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nguyen Le Minh","raw_affiliation_strings":["Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology,Ishikawa,Japan","Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology,Ishikawa,Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014199725","display_name":"Masashi Unoki","orcid":"https://orcid.org/0000-0002-6605-2052"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masashi Unoki","raw_affiliation_strings":["Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology,Ishikawa,Japan","Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology,Ishikawa,Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3695,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59582766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"441","last_page":"446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9506000280380249,"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"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9506000280380249,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9000999927520752,"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/principal-component-analysis","display_name":"Principal component analysis","score":0.7510719299316406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6941066980361938},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6764683723449707},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.64369136095047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25241392850875854},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.056990861892700195}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7510719299316406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6941066980361938},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6764683723449707},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.64369136095047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25241392850875854},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.056990861892700195},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rivf60135.2023.10471805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf60135.2023.10471805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 RIVF International Conference on Computing and Communication Technologies (RIVF)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2652009","https://openalex.org/W1506806321","https://openalex.org/W1576577640","https://openalex.org/W1589137271","https://openalex.org/W2114925438","https://openalex.org/W2117678320","https://openalex.org/W2150769028","https://openalex.org/W2464223078","https://openalex.org/W2696967604","https://openalex.org/W2726515241","https://openalex.org/W2748488820","https://openalex.org/W2794506738","https://openalex.org/W2808631503","https://openalex.org/W2890964092","https://openalex.org/W2962788625","https://openalex.org/W2999905431","https://openalex.org/W3013020904","https://openalex.org/W3024869864","https://openalex.org/W3096918678","https://openalex.org/W3197845638","https://openalex.org/W4226439436","https://openalex.org/W6683161245"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W2167645963"],"abstract_inverted_index":{"Speaker":[0],"verification":[1,56],"in":[2,13,57],"household":[3,30,42,59,75],"scenarios":[4],"is":[5],"a":[6,33,51,58],"challenging":[7],"problem":[8],"due":[9,22],"to":[10,23,69,71,96],"the":[11,72,83],"similarity":[12],"voice":[14],"characteristics,":[15],"such":[16],"as":[17],"accent,":[18],"prosody,":[19],"and":[20,25],"intonations,":[21],"genetic":[24],"environmental":[26],"factors":[27],"shared":[28],"by":[29,94],"members.":[31,76],"Therefore,":[32],"universal":[34],"embedding":[35,67],"space":[36],"may":[37],"not":[38],"be":[39],"optimal":[40],"for":[41,54],"speaker":[43,55],"verification.":[44],"To":[45],"solve":[46],"this":[47],"problem,":[48],"we":[49],"developed":[50],"distance":[52],"metric":[53],"setting":[60],"based":[61],"on":[62,78],"principal":[63],"components":[64],"of":[65,74],"enrolled":[66],"vectors":[68],"adapt":[70],"distribution":[73],"Evaluated":[77],"simulated":[79],"noisy-reverberation":[80],"households":[81],"from":[82],"VoxCeleb1":[84],"dataset,":[85],"our":[86],"approach":[87],"reduces":[88],"identification":[89],"equal":[90],"error":[91],"rate":[92],"reduction":[93],"1.16%":[95],"7.11%":[97],"relatively.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}