{"id":"https://openalex.org/W2563367938","doi":"https://doi.org/10.1109/access.2016.2646458","title":"Text-Independent Speaker Identification Using the Histogram Transform Model","display_name":"Text-Independent Speaker Identification Using the Histogram Transform Model","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2563367938","doi":"https://doi.org/10.1109/access.2016.2646458","mag":"2563367938"},"language":"en","primary_location":{"id":"doi:10.1109/access.2016.2646458","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2016.2646458","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7419931/07803586.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/7419931/07803586.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039812471","display_name":"Zhanyu Ma","orcid":"https://orcid.org/0000-0003-2950-2488"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhanyu Ma","raw_affiliation_strings":["Pattern Recognition and Intelligent System Laboratory, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Pattern Recognition and Intelligent System Laboratory, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639638","display_name":"Hong Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Yu","raw_affiliation_strings":["Pattern Recognition and Intelligent System Laboratory, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Pattern Recognition and Intelligent System Laboratory, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090108098","display_name":"Zheng\u2010Hua Tan","orcid":"https://orcid.org/0000-0001-6856-8928"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Zheng-Hua Tan","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051369892","display_name":"Jun Guo","orcid":"https://orcid.org/0000-0003-3469-4955"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Guo","raw_affiliation_strings":["Pattern Recognition and Intelligent System Laboratory, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Pattern Recognition and Intelligent System Laboratory, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039812471"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":9.2763,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.97932964,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":null,"first_page":"9733","last_page":"9739"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9995999932289124,"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/T11309","display_name":"Music and Audio Processing","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7264468669891357},{"id":"https://openalex.org/keywords/speaker-identification","display_name":"Speaker identification","score":0.6571805477142334},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6367855072021484},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5959333181381226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5391438603401184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5218076705932617},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47474604845046997},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.4275696873664856},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.140659362077713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7264468669891357},{"id":"https://openalex.org/C2986627078","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker identification","level":3,"score":0.6571805477142334},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6367855072021484},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5959333181381226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5391438603401184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5218076705932617},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47474604845046997},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.4275696873664856},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.140659362077713},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2016.2646458","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2016.2646458","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7419931/07803586.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/a7c67af1-e0cf-48a4-9987-0f1fc245bded","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/a7c67af1-e0cf-48a4-9987-0f1fc245bded","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ma, Z, Yu, H, Tan, Z-H & Guo, J 2016, 'Text-Independent Speaker Identification Using the Histogram Transform Model', IEEE Access, vol. 4, 7803586, pp. 9733-9739. https://doi.org/10.1109/ACCESS.2016.2646458","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:06db8445b242460b91cfa04981319a61","is_oa":true,"landing_page_url":"https://doaj.org/article/06db8445b242460b91cfa04981319a61","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 4, Pp 9733-9739 (2016)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/a7c67af1-e0cf-48a4-9987-0f1fc245bded","is_oa":true,"landing_page_url":"http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7803586","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ma , Z , Yu , H , Tan , Z-H & Guo , J 2016 , ' Text-Independent Speaker Identification Using the Histogram Transform Model ' , IEEE Access , vol. 4 , 7803586 , pp. 9733-9739 . https://doi.org/10.1109/ACCESS.2016.2646458","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2016.2646458","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2016.2646458","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7419931/07803586.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1932992354","display_name":null,"funder_award_id":"B08004","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G2010386442","display_name":null,"funder_award_id":"201704","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2128786568","display_name":null,"funder_award_id":"61511130081","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3418929802","display_name":null,"funder_award_id":"B08004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3422293402","display_name":null,"funder_award_id":"61402047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4713543433","display_name":null,"funder_award_id":"61402","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5034637320","display_name":null,"funder_award_id":"4162044","funder_id":"https://openalex.org/F4320334977","funder_display_name":"Beijing Municipal Natural Science Foundation"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6258415954","display_name":null,"funder_award_id":"Chinese","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7510655739","display_name":null,"funder_award_id":"2017045","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320334977","display_name":"Beijing Municipal Natural Science Foundation","ror":null},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"},{"id":"https://openalex.org/F4320335987","display_name":"Scientific Research Foundation for Returned Scholars of Ministry of Education","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2563367938.pdf","grobid_xml":"https://content.openalex.org/works/W2563367938.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W84813673","https://openalex.org/W583953179","https://openalex.org/W1502799746","https://openalex.org/W1556310567","https://openalex.org/W1573546770","https://openalex.org/W1965621269","https://openalex.org/W1972885286","https://openalex.org/W1977913985","https://openalex.org/W2002311796","https://openalex.org/W2002341000","https://openalex.org/W2006681603","https://openalex.org/W2016155919","https://openalex.org/W2020622036","https://openalex.org/W2030319559","https://openalex.org/W2051546407","https://openalex.org/W2052352787","https://openalex.org/W2053571848","https://openalex.org/W2061533153","https://openalex.org/W2062826588","https://openalex.org/W2063390378","https://openalex.org/W2064110355","https://openalex.org/W2069883713","https://openalex.org/W2111548551","https://openalex.org/W2120097768","https://openalex.org/W2124554697","https://openalex.org/W2138507544","https://openalex.org/W2165072487","https://openalex.org/W2274407394","https://openalex.org/W2486722903","https://openalex.org/W2519503047","https://openalex.org/W2571047004","https://openalex.org/W3104436273","https://openalex.org/W4210849719","https://openalex.org/W4243863038","https://openalex.org/W4248936881","https://openalex.org/W4289257140","https://openalex.org/W6603446537","https://openalex.org/W6617171693","https://openalex.org/W6629984758","https://openalex.org/W6633240241"],"related_works":["https://openalex.org/W2410566519","https://openalex.org/W1491159402","https://openalex.org/W4297807400","https://openalex.org/W4234190324","https://openalex.org/W4313854686","https://openalex.org/W3162054169","https://openalex.org/W1813780412","https://openalex.org/W1585155462","https://openalex.org/W2249138175","https://openalex.org/W2154141294"],"abstract_inverted_index":{"In":[0,17],"this":[1],"paper,":[2],"we":[3,26],"propose":[4],"a":[5,102],"novel":[6],"probabilistic":[7,46],"method":[8],"for":[9,45],"the":[10,21,51,64,71,80,95,106,113,130],"task":[11],"of":[12,63,105],"text-independent":[13],"speaker":[14],"identification":[15],"(SI).":[16],"order":[18],"to":[19],"capture":[20],"dynamic":[22],"information":[23],"during":[24],"SI,":[25],"design":[27],"super-mel-frequency":[28],"cepstral":[29],"coefficients":[30],"(MFCCs)":[31],"features":[32,67],"by":[33,70,94,128],"cascading":[34],"three":[35],"neighboring":[36],"MFCCs":[37],"frames":[38],"together.":[39],"These":[40],"super-MFCC":[41],"vectors":[42,108],"are":[43,92],"utilized":[44],"model":[47,132],"training":[48,90],"such":[49,118],"that":[50],"speaker's":[52],"characteristics":[53],"can":[54],"be":[55],"sufficiently":[56],"captured.":[57],"The":[58],"probability":[59],"density":[60],"function":[61],"(PDF)":[62],"aforementioned":[65],"super-MFCCs":[66,107],"is":[68,109],"estimated":[69],"recently":[72],"proposed":[73],"histogram":[74],"transform":[75],"(HT)":[76],"method.":[77,97],"To":[78],"recede":[79],"commonly":[81],"occurred":[82],"discontinuity":[83],"problem":[84],"in":[85,133],"multivariate":[86],"histograms":[87],"computing,":[88],"more":[89],"data":[91],"generated":[93,100],"HT":[96],"Using":[98],"these":[99],"data,":[101],"smooth":[103],"PDF":[104,115],"obtained.":[110],"Compared":[111],"with":[112],"typical":[114],"estimation":[116],"methods,":[117],"as":[119],"Gaussian":[120],"mixture":[121],"model,":[122],"promising":[123],"improvements":[124],"have":[125],"been":[126],"obtained":[127],"employing":[129],"HT-based":[131],"SI.":[134]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}