A critical insight into multi-languages speech emotion databases

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 nu...

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Main Authors:	Ahmad Qadri, Syed Asif, Gunawan, Teddy Surya, Alghifari, Muhammad Fahreza, Mansor, Hasmah, Kartiwi, Mira, Janin, Zuriati
Format:	Article
Language:	English English
Published:	Institute of Advanced Engineering and Science ( IAES ) 2019
Subjects:	TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/73889/ http://irep.iium.edu.my/73889/ http://irep.iium.edu.my/73889/ http://irep.iium.edu.my/73889/1/73889_A%20Critical%20Insight%20into%20Multi-languages.pdf http://irep.iium.edu.my/73889/7/A%20critical%20insight%20into%20multi-languages%20speech%20emotio_scopus.pdf

id	iium-73889
recordtype	eprints
spelling	iium-738892020-01-20T05:17:25Z http://irep.iium.edu.my/73889/ A critical insight into multi-languages speech emotion databases Ahmad Qadri, Syed Asif Gunawan, Teddy Surya Alghifari, Muhammad Fahreza Mansor, Hasmah Kartiwi, Mira Janin, Zuriati TK7885 Computer engineering 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. Institute of Advanced Engineering and Science ( IAES ) 2019-12 Article PeerReviewed application/pdf en http://irep.iium.edu.my/73889/1/73889_A%20Critical%20Insight%20into%20Multi-languages.pdf application/pdf en http://irep.iium.edu.my/73889/7/A%20critical%20insight%20into%20multi-languages%20speech%20emotio_scopus.pdf 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 http://beei.org/index.php/EEI/article/view/1645 10.11591/eei.v8i4.1645
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK7885 Computer engineering
spellingShingle	TK7885 Computer engineering Ahmad Qadri, Syed Asif Gunawan, Teddy Surya Alghifari, Muhammad Fahreza Mansor, Hasmah Kartiwi, Mira Janin, Zuriati A critical insight into multi-languages speech emotion databases
description	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.
format	Article
author	Ahmad Qadri, Syed Asif Gunawan, Teddy Surya Alghifari, Muhammad Fahreza Mansor, Hasmah Kartiwi, Mira Janin, Zuriati
author_facet	Ahmad Qadri, Syed Asif Gunawan, Teddy Surya Alghifari, Muhammad Fahreza Mansor, Hasmah Kartiwi, Mira Janin, Zuriati
author_sort	Ahmad Qadri, Syed Asif
title	A critical insight into multi-languages speech emotion databases
title_short	A critical insight into multi-languages speech emotion databases
title_full	A critical insight into multi-languages speech emotion databases
title_fullStr	A critical insight into multi-languages speech emotion databases
title_full_unstemmed	A critical insight into multi-languages speech emotion databases
title_sort	critical insight into multi-languages speech emotion databases
publisher	Institute of Advanced Engineering and Science ( IAES )
publishDate	2019
url	http://irep.iium.edu.my/73889/ http://irep.iium.edu.my/73889/ http://irep.iium.edu.my/73889/ http://irep.iium.edu.my/73889/1/73889_A%20Critical%20Insight%20into%20Multi-languages.pdf http://irep.iium.edu.my/73889/7/A%20critical%20insight%20into%20multi-languages%20speech%20emotio_scopus.pdf
first_indexed	2023-09-18T21:44:46Z
last_indexed	2023-09-18T21:44:46Z
_version_	1777413375859359744

A critical insight into multi-languages speech emotion databases

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