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A critical insight into multi-languages speech emotion databases

Ahmad Qadri, Syed Asif and Gunawan, Teddy Surya and Alghifari, Muhammad Fahreza and Mansor, Hasmah and Kartiwi, Mira and Janin, Zuriati (2019) A critical insight into multi-languages speech emotion databases. Bulletin of Electrical Engineering and Informatics, 8 (4). pp. 1312-1323. ISSN 2302-9285 E-ISSN 2302-9285

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Abstract

With increased interest of human-computer/human-human interactions, systems deducing and identifying emotional aspects of a speech signal has emerged as a hot research topic. Recent researches are directed towards the development of automated and intelligent analysis of human utterances. Although numerous researches have been put into place for designing systems, algorithms, classifiers in the related field; however the things are far from standardization yet. There still exists considerable amount of uncertainty with regard to aspects such as determining influencing features, better performing algorithms, number of emotion classification etc. Among the influencing factors, the uniqueness between speech databases such as data collection method is accepted to be significant among the research community. Speech emotion database is essentially a repository of varied human speech samples collected and sampled using a specified method. This paper reviews 34 `speech emotion databases for their characteristics and specifications. Furthermore, critical insight into the imitational aspects for the same have also been highlighted.

Item Type: Article (Journal)
Additional Information: 5588/73889
Uncontrolled Keywords: Speech corpus; speech database; Speech emotion; Speech emotion recognition
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Kulliyyah of Engineering
Depositing User: Dr Teddy Surya Gunawan
Date Deposited: 08 Aug 2019 15:58
Last Modified: 08 Aug 2019 15:58
URI: http://irep.iium.edu.my/id/eprint/73889

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