DocumentCode :
2565508
Title :
Must security listen to Kokoro?
Author :
De Ipiña, K. López ; Hernández, C. ; Barroso, N. ; Ezeiza, A.
Author_Institution :
Univ. of the Basque Country, Donostia, Spain
fYear :
2011
fDate :
18-21 Oct. 2011
Firstpage :
1
Lastpage :
5
Abstract :
It Kokoro means, “heart” in Japanese. It also means “mind”, “soul”, “sensibility”, “wishes” and “sentiments”. All of these belong to the wide range of emotions and concepts that define the complex human condition. To be influenced by emotions is intrinsic to a human being. Emotions arise from having to face up to a changing and partially unpredictable world. This makes it necessary for all intelligent systems (whether natural or artificial) to develop emotions to survive [2]. Emotions are represented by the same subjective, cultural, physiological and behavioural components that express the perception of an individual´s mental and physical state, and the way in which they interact with the environment. Then, how can we orientate Affective Computing? How can we fusion KOKORO and security context? Our system, KOKORO, analyses emotional expression based on ASR for Basque and Spanish users. Results are obtained over RekEmozio database [8] with SVM and HMMs. RekEmozio is a database of human emotions in Basque and Spanish (speech and video) with actors and amateurs.
Keywords :
emotion recognition; hidden Markov models; natural language processing; security; speech recognition; support vector machines; ASR; Basque users; HMM; Kokoro; RekEmozio database; SVM; Spanish users; affective computing; automatic speech recognition; behavioural components; complex human condition; cultural components; emotion development; emotional expression; hidden Markov model; intelligent systems; physiological components; security systems; subjective components; support vector machine; Cultural differences; Databases; Emotion recognition; Face; Humans; Physiology; Support vector machines; Emotions; Human Behaviors; Security Systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Security Technology (ICCST), 2011 IEEE International Carnahan Conference on
Conference_Location :
Barcelona
ISSN :
1071-6572
Print_ISBN :
978-1-4577-0902-9
Type :
conf
DOI :
10.1109/CCST.2011.6095944
Filename :
6095944
Link To Document :
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