In-Depth Analysis of Speech Production, Auditory System, Emotion Theories and Emotion Recognition

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dc.contributor.authorSonmez, Yesim Ulgen
dc.contributor.authorVarol, Asaf
dc.date.accessioned2026-08-12T16:09:11Z
dc.date.issued2020
dc.departmentFırat Üniversitesi
dc.description8th International Symposium on Digital Forensics and Security, ISDFS 2020 -- 1 June 2020 through 2 June 2020 -- Beirut -- 161222
dc.description.abstractArtificial intelligence and machine learning are used to make machines more intelligent. SER emotion recognition from speech signals is a difficult problem for machine learning which artificial intelligence method is. The speech signal is difficult to analyze because it contains different frequencies and features. Speech is digitized by signal processing methods and sound characteristics are obtained by acoustic analysis. These features vary by emotions such as sadness, fear, anger, happiness, boredom and surprise. Analysis methods emerged by modeling the features of speech production system and human hearing system. In this study, speech production system, hearing system, emotion production system, emotion definition and theories, emotion recognition models are examined. © 2020 IEEE.
dc.description.sponsorshipIEEE Society
dc.identifier.doi10.1109/ISDFS49300.2020.9116231
dc.identifier.isbn978-172816939-2
dc.identifier.scopus2-s2.0-85087627007
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/ISDFS49300.2020.9116231
dc.identifier.urihttps://hdl.handle.net/11508/41634
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof8th International Symposium on Digital Forensics and Security, ISDFS 2020
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20260511
dc.subjectauditory system; emotion recognition; emotion teories; speech emotion recognition; speech production
dc.titleIn-Depth Analysis of Speech Production, Auditory System, Emotion Theories and Emotion Recognition
dc.typeConference Object

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