{"id":"https://openalex.org/W1648544472","doi":"https://doi.org/10.1121/1.4927554","title":"Speaker height estimation from speech: Fusing spectral regression and statistical acoustic models","display_name":"Speaker height estimation from speech: Fusing spectral regression and statistical acoustic models","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1648544472","doi":"https://doi.org/10.1121/1.4927554","mag":"1648544472","pmid":"https://pubmed.ncbi.nlm.nih.gov/26328721"},"language":"en","primary_location":{"id":"doi:10.1121/1.4927554","doi":"https://doi.org/10.1121/1.4927554","is_oa":true,"landing_page_url":"https://doi.org/10.1121/1.4927554","pdf_url":null,"source":{"id":"https://openalex.org/S11296630","display_name":"The Journal of the Acoustical Society of America","issn_l":"0001-4966","issn":["0001-4966","1520-8524","1520-9024"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","erih-plus","jufo-3","ki-jl-1","medline","norway-2","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320226","host_organization_name":"Acoustical Society of America","host_organization_lineage":["https://openalex.org/P4310320226"],"host_organization_lineage_names":["Acoustical Society of America"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of the Acoustical Society of America","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1121/1.4927554","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057910370","display_name":"John H. L. Hansen","orcid":"https://orcid.org/0000-0003-1382-9929","observed_orcids":["https://orcid.org/0000-0003-1382-9929"]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John H. L. Hansen","raw_affiliation_strings":["University of Texas at Dallas Center for Robust Speech Systems, Erik Jonsson School of Engineering and Computer Science, , Richardson, Texas 75083, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas Center for Robust Speech Systems, Erik Jonsson School of Engineering and Computer Science, , Richardson, Texas 75083, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060822257","display_name":"Keri A. Williams","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keri Williams","raw_affiliation_strings":["University of Texas at Dallas Center for Robust Speech Systems, Erik Jonsson School of Engineering and Computer Science, , Richardson, Texas 75083, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas Center for Robust Speech Systems, Erik Jonsson School of Engineering and Computer Science, , Richardson, Texas 75083, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009895165","display_name":"Hynek Bo\u0159il","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hynek Bo\u0159il","raw_affiliation_strings":["University of Texas at Dallas Center for Robust Speech Systems, Erik Jonsson School of Engineering and Computer Science, , Richardson, Texas 75083, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas Center for Robust Speech Systems, Erik Jonsson School of Engineering and Computer Science, , Richardson, Texas 75083, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":null,"apc_paid":null,"fwci":0.981,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8073357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"138","issue":"2","first_page":"1052","last_page":"1067"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.8881999850273132,"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":0.8881999850273132,"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":0.09040000289678574,"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/T10403","display_name":"Phonetics and Phonology Research","score":0.013500000350177288,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/formant-analysis","display_name":"formant analysis","score":0.6439999938011169},{"id":"https://openalex.org/keywords/spectral-regression","display_name":"spectral regression","score":0.7129999995231628},{"id":"https://openalex.org/keywords/gaussian-mixture-model","display_name":"Gaussian mixture model","score":0.7839999794960022},{"id":"https://openalex.org/keywords/automatic-speaker-identification","display_name":"automatic speaker identification","score":0.800000011920929},{"id":"https://openalex.org/keywords/channel-mismatch","display_name":"channel mismatch","score":0.9300000071525574},{"id":"https://openalex.org/keywords/timit-corpus","display_name":"TIMIT corpus","score":0.7950000166893005},{"id":"https://openalex.org/keywords/youtube-audio","display_name":"YouTube audio","score":0.9010000228881836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107079267501831},{"id":"https://openalex.org/C2778724510","wikidata":"https://www.wikidata.org/wiki/Q7670405","display_name":"TIMIT","level":3,"score":0.8000158667564392},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.630362331867218},{"id":"https://openalex.org/C158215666","wikidata":"https://www.wikidata.org/wiki/Q1414685","display_name":"Formant","level":3,"score":0.5678492784500122},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5260950326919556},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4359568655490875},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.41730350255966187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3354833126068115},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.2629285454750061},{"id":"https://openalex.org/C2779581591","wikidata":"https://www.wikidata.org/wiki/Q36244","display_name":"Vowel","level":2,"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":"doi:10.1121/1.4927554","doi":"https://doi.org/10.1121/1.4927554","is_oa":true,"landing_page_url":"https://doi.org/10.1121/1.4927554","pdf_url":null,"source":{"id":"https://openalex.org/S11296630","display_name":"The Journal of the Acoustical Society of America","issn_l":"0001-4966","issn":["0001-4966","1520-8524","1520-9024"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","erih-plus","jufo-3","ki-jl-1","medline","norway-2","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320226","host_organization_name":"Acoustical Society of America","host_organization_lineage":["https://openalex.org/P4310320226"],"host_organization_lineage_names":["Acoustical Society of America"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of the Acoustical Society of America","raw_type":"journal-article"},{"id":"pmid:26328721","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26328721","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of the Acoustical Society of America","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1121/1.4927554","doi":"https://doi.org/10.1121/1.4927554","is_oa":true,"landing_page_url":"https://doi.org/10.1121/1.4927554","pdf_url":null,"source":{"id":"https://openalex.org/S11296630","display_name":"The Journal of the Acoustical Society of America","issn_l":"0001-4966","issn":["0001-4966","1520-8524","1520-9024"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","erih-plus","jufo-3","ki-jl-1","medline","norway-2","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320226","host_organization_name":"Acoustical Society of America","host_organization_lineage":["https://openalex.org/P4310320226"],"host_organization_lineage_names":["Acoustical Society of America"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of the Acoustical Society of America","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W120447349","https://openalex.org/W200975091","https://openalex.org/W1482790282","https://openalex.org/W1526835377","https://openalex.org/W1561415963","https://openalex.org/W1562705272","https://openalex.org/W1856212627","https://openalex.org/W1980549382","https://openalex.org/W1982976845","https://openalex.org/W1983801856","https://openalex.org/W2009674825","https://openalex.org/W2020008589","https://openalex.org/W2021744162","https://openalex.org/W2038875793","https://openalex.org/W2056168066","https://openalex.org/W2069883713","https://openalex.org/W2074724747","https://openalex.org/W2081048026","https://openalex.org/W2082557891","https://openalex.org/W2090163213","https://openalex.org/W2106119541","https://openalex.org/W2107022133","https://openalex.org/W2118869519","https://openalex.org/W2140567543","https://openalex.org/W2153020712","https://openalex.org/W2154278880","https://openalex.org/W2159736522","https://openalex.org/W2162501025","https://openalex.org/W2167854178","https://openalex.org/W2168696847","https://openalex.org/W2171581401","https://openalex.org/W2245789500","https://openalex.org/W2400341349"],"related_works":["https://openalex.org/W2090163213","https://openalex.org/W2081048026","https://openalex.org/W2171581401","https://openalex.org/W4406461906","https://openalex.org/W2118869519","https://openalex.org/W1897824535","https://openalex.org/W1561415963","https://openalex.org/W7046763063","https://openalex.org/W1980549382","https://openalex.org/W128157341"],"abstract_inverted_index":{"Estimating":[0],"speaker":[1,17],"height":[2,34,43],"can":[3],"assist":[4],"in":[5,157,167],"voice":[6],"forensic":[7],"analysis":[8,55],"and":[9,68,83,115,129,132,160,179],"provide":[10,133],"additional":[11],"side":[12],"knowledge":[13],"to":[14,33,120,148,202],"benefit":[15],"automatic":[16,24],"identification":[18],"or":[19],"acoustic":[20,38],"model":[21,48],"selection":[22],"for":[23,177,182],"speech":[25],"recognition.":[26],"In":[27],"this":[28,161],"study,":[29],"a":[30,41,53,89,134,144,196],"statistical":[31],"approach":[32,56],"estimation":[35,198],"that":[36,57],"incorporates":[37],"models":[39],"within":[40],"non-uniform":[42],"bin":[44],"width":[45],"Gaussian":[46],"mixture":[47],"structure":[49],"as":[50,52,87],"well":[51,88],"formant":[54],"employs":[58],"linear":[59],"regression":[60],"on":[61,189],"selected":[62,193],"phones":[63,194],"are":[64,73],"presented.":[65],"The":[66,140],"accuracy":[67],"trade-offs":[69],"of":[70,79,85,92,124,174],"these":[71],"systems":[72,95],"explored":[74],"by":[75,185],"examining":[76],"the":[77,80,93,99,109,122,153,158,170,186],"consistency":[78],"results,":[81],"location,":[82],"causes":[84],"error":[86,173,199],"combined":[90],"fusion":[91],"two":[94],"using":[96,108],"data":[97,131,155],"from":[98],"TIMIT":[100,190],"corpus.":[101],"Open":[102],"set":[103],"testing":[104,130,138],"is":[105],"also":[106],"presented":[107],"Multi-session":[110],"Audio":[111],"Research":[112],"Project":[113],"corpus":[114],"publicly":[116],"available":[117],"YouTube":[118],"audio":[119],"examine":[121],"effect":[123],"channel":[125],"mismatch":[126],"between":[127],"training":[128],"realistic":[135],"open":[136],"domain":[137],"scenario.":[139],"proposed":[141,187],"algorithms":[142],"achieve":[143],"highly":[145],"competitive":[146],"performance":[147,165],"previously":[149],"published":[150],"literature.":[151],"Although":[152],"different":[154],"partitioning":[156],"literature":[159],"study":[162],"may":[163],"prevent":[164],"comparisons":[166],"absolute":[168],"terms,":[169],"mean":[171],"average":[172],"4.89":[175],"cm":[176,181],"males":[178],"4.55":[180],"females":[183],"provided":[184],"algorithm":[188],"utterances":[191],"containing":[192],"suggest":[195],"considerable":[197],"decrease":[200],"compared":[201],"past":[203],"efforts.":[204]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2016-06-24T00:00:00"}