{"id":"https://openalex.org/W2903192946","doi":"https://doi.org/10.3233/978-1-61499-912-6-104","title":"Speech-Based Identification of Children's Gender and Age with Neural Networks","display_name":"Speech-Based Identification of Children's Gender and Age with Neural Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2903192946","doi":"https://doi.org/10.3233/978-1-61499-912-6-104","mag":"2903192946"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-912-6-104","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-912-6-104","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-912-6-104","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116360269","display_name":"Piel Leo Kristopher","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Piel Leo Kristopher","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116320167","display_name":"Alum auml e Tanel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alum&auml;e Tanel","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5116360269"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.1332414,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"104","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10589","display_name":"Early Childhood Education and Development","score":0.164000004529953,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10589","display_name":"Early Childhood Education and Development","score":0.164000004529953,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11888","display_name":"Gender Roles and Identity Studies","score":0.14000000059604645,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12021","display_name":"Social and Educational Sciences","score":0.13819999992847443,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.725454568862915},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5928484797477722},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4753265678882599},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.44766709208488464},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41176003217697144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2915523946285248},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11497530341148376}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.725454568862915},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5928484797477722},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4753265678882599},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.44766709208488464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41176003217697144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2915523946285248},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11497530341148376},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-912-6-104","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-912-6-104","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2903192946","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/hlt/baltic2018.html#PielA18","pdf_url":null,"source":{"id":"https://openalex.org/S4306503995","display_name":"Baltic HLT","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Baltic HLT","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-912-6-104","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-912-6-104","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"investigate":[4],"using":[5,31,41],"different":[6],"types":[7],"of":[8,23],"neural":[9,29,39,49,53,110],"networks":[10,30,40,50,54],"for":[11,55,76,84],"age":[12,77,85,100],"and":[13,65,69,95],"gender":[14,56,94],"identification":[15,101],"from":[16],"children's":[17],"speech,":[18],"based":[19],"on":[20,115],"the":[21,73,109],"Corpus":[22],"Estonian":[24],"Adolescent":[25],"Speech.":[26],"Feed-forward":[27],"deep":[28],"i-vectors":[32,64],"as":[33,43],"input":[34],"are":[35],"compared":[36],"with":[37,104],"recurrent":[38,52,70],"MFCCs":[42],"input.":[44],"Results":[45],"show":[46,82,107],"that":[47,61,83,108],"feed-forward":[48,68],"outperform":[51,113],"classification,":[57,87],"while":[58],"a":[59,98,119],"model":[60],"combines":[62],"both":[63,116],"MFCC":[66],"via":[67],"branches":[71],"achieve":[72],"best":[74],"performance":[75],"group":[78,86],"classification.":[79],"We":[80],"also":[81],"it":[88],"is":[89],"beneficial":[90],"to":[91],"first":[92],"identify":[93],"then":[96],"use":[97],"gender-specific":[99],"model.":[102],"Experiments":[103],"human":[105],"listeners":[106],"network":[111],"models":[112],"humans":[114],"tasks":[117],"by":[118],"big":[120],"margin.":[121]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
