{"id":"https://openalex.org/W2729247037","doi":"https://doi.org/10.1109/siu.2017.7960258","title":"Speech-based emotion recognition and next reaction prediction","display_name":"Speech-based emotion recognition and next reaction prediction","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2729247037","doi":"https://doi.org/10.1109/siu.2017.7960258","mag":"2729247037"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2017.7960258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.11782/1430","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053780228","display_name":"Fatemeh Noroozi","orcid":"https://orcid.org/0000-0002-4618-1375"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Fatemeh Noroozi","raw_affiliation_strings":["Institute of Technology, University of Tartu, Tartu, Estonia"],"affiliations":[{"raw_affiliation_string":"Institute of Technology, University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064220616","display_name":"Neda Akrami","orcid":null},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Neda Akrami","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005605270","display_name":"Gholamreza Anbarjafari","orcid":"https://orcid.org/0000-0001-8460-5717"},"institutions":[{"id":"https://openalex.org/I4210154391","display_name":"Hasan Kalyoncu University","ror":"https://ror.org/054g2pw49","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210154391"]},{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE","TR"],"is_corresponding":false,"raw_author_name":"Gholamreza Anbarjafari","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Hasan kalyoncu University, Gaziantep, Turkey","iCV Research Group, University of Tartu, Tartu, Estonia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hasan kalyoncu University, Gaziantep, Turkey","institution_ids":["https://openalex.org/I4210154391"]},{"raw_affiliation_string":"iCV Research Group, University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053780228"],"corresponding_institution_ids":["https://openalex.org/I56085075"],"apc_list":null,"apc_paid":null,"fwci":1.9586,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.86282565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9652000069618225,"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/sadness","display_name":"Sadness","score":0.7827121019363403},{"id":"https://openalex.org/keywords/boredom","display_name":"Boredom","score":0.7649847269058228},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7158928513526917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7101371884346008},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6253909468650818},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5031737685203552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5024762153625488},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4599316418170929},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4539787471294403},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45287689566612244},{"id":"https://openalex.org/keywords/linear-prediction","display_name":"Linear prediction","score":0.4182211756706238},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3409496545791626},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.2706793546676636},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1233920156955719}],"concepts":[{"id":"https://openalex.org/C2779812673","wikidata":"https://www.wikidata.org/wiki/Q169251","display_name":"Sadness","level":3,"score":0.7827121019363403},{"id":"https://openalex.org/C2777589236","wikidata":"https://www.wikidata.org/wiki/Q34255","display_name":"Boredom","level":2,"score":0.7649847269058228},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7158928513526917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7101371884346008},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6253909468650818},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5031737685203552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5024762153625488},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4599316418170929},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4539787471294403},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45287689566612244},{"id":"https://openalex.org/C131109320","wikidata":"https://www.wikidata.org/wiki/Q581012","display_name":"Linear prediction","level":2,"score":0.4182211756706238},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3409496545791626},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.2706793546676636},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1233920156955719},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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":2,"locations":[{"id":"doi:10.1109/siu.2017.7960258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:openaccess.hku.edu.tr:20.500.11782/1430","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11782/1430","pdf_url":null,"source":{"id":"https://openalex.org/S4306401159","display_name":"Hasan Kalyoncu University Institutional Repository (Hasan Kalyoncu University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210154391","host_organization_name":"Hasan Kalyoncu University","host_organization_lineage":["https://openalex.org/I4210154391"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Object"}],"best_oa_location":{"id":"pmh:oai:openaccess.hku.edu.tr:20.500.11782/1430","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11782/1430","pdf_url":null,"source":{"id":"https://openalex.org/S4306401159","display_name":"Hasan Kalyoncu University Institutional Repository (Hasan Kalyoncu University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210154391","host_organization_name":"Hasan Kalyoncu University","host_organization_lineage":["https://openalex.org/I4210154391"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Object"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321090","display_name":"Eesti Teadusagentuur","ror":"https://ror.org/00jjeja18"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W628282490","https://openalex.org/W1480487340","https://openalex.org/W1516923404","https://openalex.org/W1538765405","https://openalex.org/W1544484417","https://openalex.org/W1866370351","https://openalex.org/W1974784407","https://openalex.org/W1992810401","https://openalex.org/W2005885879","https://openalex.org/W2030739378","https://openalex.org/W2038705219","https://openalex.org/W2046556084","https://openalex.org/W2057563799","https://openalex.org/W2080576537","https://openalex.org/W2094274886","https://openalex.org/W2105172958","https://openalex.org/W2113242816","https://openalex.org/W2114312665","https://openalex.org/W2125055259","https://openalex.org/W2147634797","https://openalex.org/W2168465881","https://openalex.org/W2234589100","https://openalex.org/W2341078628","https://openalex.org/W2464330126","https://openalex.org/W2480645619","https://openalex.org/W2513507089","https://openalex.org/W2515069422","https://openalex.org/W2525246137","https://openalex.org/W2581522377","https://openalex.org/W2911964244","https://openalex.org/W4230946730","https://openalex.org/W6726127496","https://openalex.org/W6732569071"],"related_works":["https://openalex.org/W318616257","https://openalex.org/W3118254946","https://openalex.org/W2120267809","https://openalex.org/W2917043877","https://openalex.org/W3026775601","https://openalex.org/W2035863303","https://openalex.org/W3121061808","https://openalex.org/W2139976611","https://openalex.org/W4386479718","https://openalex.org/W4206918453"],"abstract_inverted_index":{"Communication":[0],"through":[1],"voice":[2],"is":[3,39,98,114,140,165,168,186],"one":[4],"of":[5,9,18,24,74,90,93,101,104,125,134,180],"the":[6,22,25,28,33,37,43,49,52,71,75,99,105,118,130,150,153,160,171,176],"main":[7],"components":[8],"affective":[10],"computing":[11],"in":[12,36,81],"human-computer":[13],"interaction.":[14],"In":[15,45,70],"this":[16,82],"type":[17],"interaction,":[19],"properly":[20],"comprehending":[21],"meanings":[23],"words":[26],"or":[27],"linguistic":[29],"category":[30],"and":[31,68,175],"recognizing":[32],"emotion":[34],"included":[35],"speech":[38,53,119,132],"essential":[40],"for":[41,61],"enhancing":[42],"performance.":[44],"order":[46],"to":[47],"model":[48],"emotional":[50,76,107],"state,":[51],"waves":[54],"are":[55,86,155],"utilized,":[56],"which":[57,167],"bear":[58],"signals":[59,120,133],"standing":[60],"emotions":[62,85],"such":[63],"as":[64,142,157],"boredom,":[65],"fear,":[66],"joy":[67],"sadness.":[69],"first":[72],"step":[73,97],"reaction":[77],"prediction":[78,100,138,178],"system":[79],"proposed":[80],"paper,":[83],"different":[84,91,131],"recognized":[87],"by":[88,170,182],"means":[89],"types":[92],"classifiers.":[94],"The":[95,112,137],"second":[96],"a":[102,126,143],"sequence":[103,113],"next":[106],"reactions":[108,181],"using":[109,183],"neural":[110,147,184],"networks.":[111],"extracted":[115],"based":[116],"on":[117],"being":[121],"digitized":[122],"at":[123],"tenths":[124],"second,":[127],"after":[128],"concatenating":[129],"each":[135],"subject.":[136],"problem":[139],"solved":[141],"nonlinear":[144],"auto-regression":[145],"time-series":[146],"network":[148],"with":[149],"assumption":[151],"that":[152],"variables":[154],"defined":[156],"data-feedback":[158],"time-series.":[159],"best":[161],"average":[162,177],"recognition":[163],"rate":[164,179],"86.25%,":[166],"achieved":[169],"Random":[172],"Forest":[173],"classifier,":[174],"networks":[185],"60.30%.":[187]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}