{"id":"https://openalex.org/W2762084293","doi":"https://doi.org/10.1063/1.5005438","title":"Speech emotion recognition methods: A literature review","display_name":"Speech emotion recognition methods: A literature review","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2762084293","doi":"https://doi.org/10.1063/1.5005438","mag":"2762084293"},"language":"en","primary_location":{"id":"doi:10.1063/1.5005438","doi":"https://doi.org/10.1063/1.5005438","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.5005438","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5061770590","display_name":"Babak BashariRad","orcid":"https://orcid.org/0000-0003-1051-8404","observed_orcids":["https://orcid.org/0000-0003-1051-8404"]},"institutions":[{"id":"https://openalex.org/I181397559","display_name":"Asia Pacific University of Technology & Innovation","ror":"https://ror.org/03c52a632","country_code":"MY","type":"education","lineage":["https://openalex.org/I181397559"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Babak Basharirad","raw_affiliation_strings":["School of Computing Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia, Bukit Jalil, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia, Bukit Jalil, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I181397559"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013971954","display_name":"Mohammad Reza Moradhaseli","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I181397559","display_name":"Asia Pacific University of Technology & Innovation","ror":"https://ror.org/03c52a632","country_code":"MY","type":"education","lineage":["https://openalex.org/I181397559"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammadreza Moradhaseli","raw_affiliation_strings":["School of Computing Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia, Bukit Jalil, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia, Bukit Jalil, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I181397559"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181397559"],"apc_list":null,"apc_paid":null,"fwci":0.3136,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.64358018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"1891","issue":null,"first_page":"020105","last_page":"020105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":1.0,"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":1.0,"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/T10201","display_name":"Speech Recognition and Synthesis","score":9.999999747378752e-05,"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":0.0,"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/speech-emotion-recognition","display_name":"speech emotion recognition","score":1.0},{"id":"https://openalex.org/keywords/feature-sets","display_name":"feature sets","score":0.6949999928474426},{"id":"https://openalex.org/keywords/classification-methods","display_name":"classification methods","score":0.7350000143051147},{"id":"https://openalex.org/keywords/emotion-datasets","display_name":"emotion datasets","score":0.6570000052452087},{"id":"https://openalex.org/keywords/human-machine-interaction","display_name":"human-machine interaction","score":0.8709999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8561855554580688},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.6277854442596436},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5788267254829407},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5689758062362671},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5403615832328796},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4998040199279785},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.46579229831695557},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4318885803222656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4083240032196045},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3420388698577881},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/1.5005438","doi":"https://doi.org/10.1063/1.5005438","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.5005438","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W79136065","https://openalex.org/W175750906","https://openalex.org/W1501669607","https://openalex.org/W2003837801","https://openalex.org/W2026984028","https://openalex.org/W2043152858","https://openalex.org/W2046556084","https://openalex.org/W2050693797","https://openalex.org/W2062391442","https://openalex.org/W2064641533","https://openalex.org/W2066312930","https://openalex.org/W2074788634","https://openalex.org/W2092489135","https://openalex.org/W2102953093","https://openalex.org/W2111926505","https://openalex.org/W2131406347","https://openalex.org/W2144264893","https://openalex.org/W2153720647","https://openalex.org/W2158630797","https://openalex.org/W2168465881","https://openalex.org/W2408524143","https://openalex.org/W4245744384"],"related_works":["https://openalex.org/W3215864499","https://openalex.org/W2074788634","https://openalex.org/W3104104992","https://openalex.org/W4403278133","https://openalex.org/W2137639365","https://openalex.org/W2784665486","https://openalex.org/W4395040224","https://openalex.org/W3159597276","https://openalex.org/W2921312937","https://openalex.org/W2359603625"],"abstract_inverted_index":{"Recently,":[0],"attention":[1],"of":[2,18,38,43,58,71,85,99,111],"the":[3,28,32,54,67,78,95,105],"emotional":[4,33],"speech":[5,59,72,112],"signals":[6],"research":[7],"has":[8],"been":[9],"boosted":[10],"in":[11,27],"human":[12],"machine":[13],"interfaces":[14],"due":[15],"to":[16,30],"availability":[17],"high":[19],"computation":[20],"capability.":[21],"There":[22],"are":[23,53],"many":[24],"systems":[25],"proposed":[26],"literature":[29],"identify":[31],"state":[34],"through":[35],"speech.":[36],"Selection":[37],"suitable":[39],"feature":[40],"sets,":[41],"design":[42],"a":[44],"proper":[45],"classifications":[46],"methods":[47,75],"and":[48,97],"prepare":[49],"an":[50],"appropriate":[51],"dataset":[52],"main":[55],"key":[56],"issues":[57],"emotion":[60,73,113],"recognition":[61,74,114],"systems.":[62,115],"This":[63],"paper":[64,92],"critically":[65],"analyzed":[66],"current":[68,106],"available":[69,100],"approaches":[70],"based":[76],"on":[77],"three":[79],"evaluating":[80],"parameters":[81],"(feature":[82],"set,":[83],"classification":[84],"features,":[86],"accurately":[87],"usage).":[88],"In":[89],"addition,":[90],"this":[91],"also":[93],"evaluates":[94],"performance":[96],"limitations":[98],"methods.":[101],"Furthermore,":[102],"it":[103],"highlights":[104],"promising":[107],"direction":[108],"for":[109],"improvement":[110]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-10-20T00:00:00"}