{"id":"https://openalex.org/W1576079953","doi":"https://doi.org/10.5772/39246","title":"Recognition of Emotion from Speech: A Review","display_name":"Recognition of Emotion from Speech: A Review","publication_year":2012,"publication_date":"2012-03-14","ids":{"openalex":"https://openalex.org/W1576079953","doi":"https://doi.org/10.5772/39246","mag":"1576079953"},"language":"en","primary_location":{"id":"doi:10.5772/39246","doi":"https://doi.org/10.5772/39246","is_oa":true,"landing_page_url":"https://doi.org/10.5772/39246","pdf_url":null,"source":{"id":"https://openalex.org/S4306463447","display_name":"InTech eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Speech Enhancement, Modeling and Recognition- Algorithms and Applications","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2493477844","display_name":"Speech Enhancement, Modeling and Recognition- Algorithms and Applications"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5772/39246","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101840472","display_name":"S. Ramakrishnan","orcid":"https://orcid.org/0000-0001-5506-1570","observed_orcids":["https://orcid.org/0000-0001-5506-1570","https://orcid.org/0000-0003-3276-290X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"S. Ramakrishnan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5101840472"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":20.8895,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.99046212,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.00019999999494757503,"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/emotion-recognition","display_name":"emotion recognition","score":0.7200000286102295},{"id":"https://openalex.org/keywords/emotional-speech-recognition","display_name":"emotional speech recognition","score":0.9369999766349792},{"id":"https://openalex.org/keywords/speech-to-text","display_name":"speech-to-text","score":0.6669999957084656},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.9319999814033508},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":1.0},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"emotion classification","score":0.9070000052452087},{"id":"https://openalex.org/keywords/emotion-database","display_name":"emotion database","score":0.6150000095367432},{"id":"https://openalex.org/keywords/human-computer-interaction","display_name":"human-computer interaction","score":0.968999981880188}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5206291079521179},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.4415853023529053},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43973442912101746},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.37281131744384766},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.36527758836746216},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3599064350128174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3359854221343994},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.08402177691459656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5772/39246","doi":"https://doi.org/10.5772/39246","is_oa":true,"landing_page_url":"https://doi.org/10.5772/39246","pdf_url":null,"source":{"id":"https://openalex.org/S4306463447","display_name":"InTech eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Speech Enhancement, Modeling and Recognition- Algorithms and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:intechopen.com:31885","doi":null,"is_oa":true,"landing_page_url":"http://www.intechopen.com/articles/show/title/recognition-of-emotion-from-speech-a-review-","pdf_url":null,"source":{"id":"https://openalex.org/S4306401291","display_name":"Contact-less Assessment of In-vivo Body Signals Using Microwave Doppler Radar (InTech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210154139","host_organization_name":"Intech (Slovakia)","host_organization_lineage":["https://openalex.org/I4210154139"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.intechopen.com/download/pdf/pdfs_id/31885","raw_type":"7"}],"best_oa_location":{"id":"doi:10.5772/39246","doi":"https://doi.org/10.5772/39246","is_oa":true,"landing_page_url":"https://doi.org/10.5772/39246","pdf_url":null,"source":{"id":"https://openalex.org/S4306463447","display_name":"InTech eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Speech Enhancement, Modeling and Recognition- Algorithms and Applications","raw_type":"book-chapter"},"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/W49830054","https://openalex.org/W2031212775","https://openalex.org/W2072328708","https://openalex.org/W2080853599","https://openalex.org/W2102298245","https://openalex.org/W2103011877","https://openalex.org/W2106225333","https://openalex.org/W2114136403","https://openalex.org/W2120911927","https://openalex.org/W2127531292","https://openalex.org/W2132889650","https://openalex.org/W2132999255","https://openalex.org/W2140000523","https://openalex.org/W2140801466","https://openalex.org/W2154036748","https://openalex.org/W2156503193","https://openalex.org/W2157297238","https://openalex.org/W2158061940","https://openalex.org/W2162426832","https://openalex.org/W2166955751","https://openalex.org/W2167510900","https://openalex.org/W2170883741"],"related_works":["https://openalex.org/W1523719202","https://openalex.org/W3034087067","https://openalex.org/W3104104992","https://openalex.org/W2515069422","https://openalex.org/W2369619618","https://openalex.org/W4210318284","https://openalex.org/W2997369390","https://openalex.org/W3215864499","https://openalex.org/W3163679494","https://openalex.org/W2137639365"],"abstract_inverted_index":{"Emotional":[0],"speech":[1,41,82],"recognition":[2,83],"is":[3,28,84],"an":[4,117],"area":[5],"of":[6,51,60,65,109,124],"great":[7],"interest":[8],"for":[9,88],"human-computer":[10],"interaction.":[11],"The":[12,58,107],"system":[13,134],"must":[14,99],"be":[15,78,97,100],"able":[16],"to":[17,30,42,54,69,77,96,102,132,135],"recognize":[18,121],"the":[19,24,56,63,71,85,90,93,104,111,122,125,133],"user\u2019s":[20],"emotion":[21],"and":[22,49,127],"perform":[23,70],"actions":[25,39],"accordingly.":[26],"It":[27],"essential":[29],"have":[31],"a":[32],"framework":[33],"that":[34,119],"includes":[35],"various":[36,66],"modules":[37,113],"performing":[38],"like":[40],"text":[43],"conversion,":[44],"feature":[45,47],"extraction,":[46],"selection":[48],"classification":[50,72],"those":[52],"features":[53,61,94],"identify":[55,103],"emotions.":[57],"classifications":[59],"involve":[62],"training":[64,89],"emotional":[67,81],"models":[68],"appropriately.":[73,137],"Another":[74],"important":[75],"aspect":[76],"considered":[79],"in":[80],"database":[86],"used":[87],"models.":[91],"Then":[92],"selected":[95],"classified":[98],"salient":[101],"emotions":[105,123],"correctly.":[106],"integration":[108],"all":[110],"above":[112],"provides":[114],"us":[115],"with":[116],"application":[118],"can":[120],"user":[126],"give":[128],"it":[129],"as":[130],"input":[131],"respond":[136]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":9}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}