{"id":"https://openalex.org/W2787370679","doi":"https://doi.org/10.1109/apsipa.2017.8282287","title":"Personality trait perception from speech signals using multiresolution analysis and convolutional neural networks","display_name":"Personality trait perception from speech signals using multiresolution analysis and convolutional neural networks","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2787370679","doi":"https://doi.org/10.1109/apsipa.2017.8282287","mag":"2787370679"},"language":"en","primary_location":{"id":"doi:10.1109/apsipa.2017.8282287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipa.2017.8282287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","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/A5091093449","display_name":"Ming-Hsiang Su","orcid":"https://orcid.org/0000-0003-0633-774X"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ming-Hsiang Su","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103251327","display_name":"Chung\u2010Hsien Wu","orcid":"https://orcid.org/0000-0002-3947-2123"},"institutions":[{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Hsien Wu","raw_affiliation_strings":["PhD Program for Multimedia Systems and Intelligent Computing, National Cheng Kung University and Academia Sinica, Taiwan"],"affiliations":[{"raw_affiliation_string":"PhD Program for Multimedia Systems and Intelligent Computing, National Cheng Kung University and Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I91807558","https://openalex.org/I84653119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065699174","display_name":"Kun-Yi Huang","orcid":"https://orcid.org/0000-0002-3629-7091"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kun-Yi Huang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054849851","display_name":"Qian-Bei Hong","orcid":"https://orcid.org/0000-0003-2123-1601"},"institutions":[{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Qian-Bei Hong","raw_affiliation_strings":["PhD Program for Multimedia Systems and Intelligent Computing, National Cheng Kung University and Academia Sinica, Taiwan"],"affiliations":[{"raw_affiliation_string":"PhD Program for Multimedia Systems and Intelligent Computing, National Cheng Kung University and Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I91807558","https://openalex.org/I84653119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071214181","display_name":"Hsin\u2010Min Wang","orcid":"https://orcid.org/0000-0003-3599-5071"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]},{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Min Wang","raw_affiliation_strings":["PhD Program for Multimedia Systems and Intelligent Computing, National Cheng Kung University and Academia Sinica, Taiwan"],"affiliations":[{"raw_affiliation_string":"PhD Program for Multimedia Systems and Intelligent Computing, National Cheng Kung University and Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I91807558","https://openalex.org/I84653119"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091093449"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":0.9246,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.77313186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1532","last_page":"1536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9659000039100647,"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":0.9659000039100647,"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":0.960099995136261,"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/T10403","display_name":"Phonetics and Phonology Research","score":0.9535999894142151,"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/computer-science","display_name":"Computer science","score":0.7503868341445923},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6543979644775391},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.6000684499740601},{"id":"https://openalex.org/keywords/agreeableness","display_name":"Agreeableness","score":0.5967267155647278},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5643934607505798},{"id":"https://openalex.org/keywords/conscientiousness","display_name":"Conscientiousness","score":0.4645167887210846},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.46031472086906433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4548315703868866},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.4236997365951538},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.42080947756767273},{"id":"https://openalex.org/keywords/extraversion-and-introversion","display_name":"Extraversion and introversion","score":0.3922140598297119},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36624059081077576},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1524539291858673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7503868341445923},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6543979644775391},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.6000684499740601},{"id":"https://openalex.org/C170760736","wikidata":"https://www.wikidata.org/wiki/Q380358","display_name":"Agreeableness","level":5,"score":0.5967267155647278},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5643934607505798},{"id":"https://openalex.org/C172141706","wikidata":"https://www.wikidata.org/wiki/Q1307067","display_name":"Conscientiousness","level":5,"score":0.4645167887210846},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.46031472086906433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4548315703868866},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.4236997365951538},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.42080947756767273},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.3922140598297119},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36624059081077576},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1524539291858673},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apsipa.2017.8282287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipa.2017.8282287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1519475655","https://openalex.org/W1832693441","https://openalex.org/W1996021349","https://openalex.org/W2000436309","https://openalex.org/W2039436341","https://openalex.org/W2048681867","https://openalex.org/W2055863252","https://openalex.org/W2114137133","https://openalex.org/W2120615054","https://openalex.org/W2149202561","https://openalex.org/W2165312226","https://openalex.org/W2168465881","https://openalex.org/W2169863498","https://openalex.org/W2186845332","https://openalex.org/W2187281534","https://openalex.org/W2251287417","https://openalex.org/W2296681377","https://openalex.org/W2314395941","https://openalex.org/W2423024114","https://openalex.org/W2473712910","https://openalex.org/W2760908186","https://openalex.org/W2963083845","https://openalex.org/W2963184844","https://openalex.org/W2964182988","https://openalex.org/W4244190327","https://openalex.org/W6682152738","https://openalex.org/W6686999899","https://openalex.org/W6744805623"],"related_works":["https://openalex.org/W2030868578","https://openalex.org/W2905413927","https://openalex.org/W2326877552","https://openalex.org/W2256992190","https://openalex.org/W2995587855","https://openalex.org/W1890366823","https://openalex.org/W3089625227","https://openalex.org/W2900088649","https://openalex.org/W4396999938","https://openalex.org/W602680304"],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"an":[3,165],"approach":[4],"to":[5,30,64],"personality":[6,115],"trait":[7,159,187],"(PT)":[8],"perception":[9,168],"from":[10,149],"speech":[11,33,49],"signals":[12,34,37,50],"using":[13],"wavelet-based":[14],"multiresolution":[15],"analysis":[16],"and":[17,121,178],"convolutional":[18],"neural":[19,106],"networks":[20,107],"(CNNs).":[21],"In":[22],"this":[23],"study,":[24],"first,":[25],"wavelet":[26],"transform":[27],"is":[28,62],"employed":[29],"decompose":[31],"the":[32,36,44,48,57,60,66,69,82,85,113,128,131,138,150,155,162,175,179,183],"into":[35,103],"at":[38,51],"different":[39],"levels":[40],"of":[41,47,68,84,89,92,112,130,170],"resolution.":[42],"Then,":[43],"acoustic":[45,58],"features":[46],"each":[52,109],"resolution":[53],"are":[54,100],"extracted.":[55],"Given":[56],"features,":[59],"CNN":[61],"adopted":[63],"generate":[65],"profiles":[67,99],"Big":[70],"Five":[71],"Inventory-10":[72],"(BFI-":[73],"10),":[74],"which":[75],"provide":[76],"a":[77,90],"quantitative":[78],"measure":[79],"for":[80,110,123],"expressing":[81],"degree":[83],"presence":[86],"or":[87],"absence":[88],"set":[91],"10":[93],"basic":[94],"BFI":[95],"items.":[96],"The":[97],"BFI-10":[98],"further":[101],"fed":[102],"five":[104,114],"artificial":[105],"(ANN),":[108],"one":[111],"dimensions:":[116],"Openness,":[117],"Conscientiousness,":[118],"Extraversion,":[119],"Agreeableness,":[120],"Neuroticism":[122],"PT":[124,167],"perception.":[125],"To":[126],"evaluate":[127],"performance":[129],"proposed":[132],"method,":[133],"experiments":[134],"were":[135],"conducted":[136],"over":[137],"SSPNet":[139],"Speaker":[140],"Personality":[141],"Corpus":[142],"(SPC),":[143],"including":[144],"640":[145],"clips":[146],"randomly":[147],"extracted":[148],"French":[151],"news":[152],"bulletins":[153],"in":[154,182],"INTERSPEECH":[156,184],"2012":[157,185],"speaker":[158,186],"sub-challenge.":[160,188],"From":[161],"experimental":[163],"results,":[164],"average":[166],"accuracy":[169],"71.97%":[171],"was":[172],"obtained,":[173],"outperforming":[174],"ANN-based":[176],"method":[177,181],"Baseline":[180]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
