Indonesian Journal of Electrical Engineering and Informatics (IJEEI)
Vol 10, No 3: September 2022

Development of Javanese Speech Emotion Database (Java-SED)

Fatchul Arifin (Department of Electronics and Informatics Engineering of Education, Universitas Negeri Yogyakarta, Yogyakarta, Indonesia)
Ardy Seto Priambodo (Department of Electronics and Informatics Engineering of Education, Universitas Negeri Yogyakarta, Yogyakarta, Indonesia)
Aris Nasuha (Department of Electronics and Informatics Engineering of Education, Universitas Negeri Yogyakarta, Yogyakarta, Indonesia)
Anggun Winursito (Department of Electronics and Informatics Engineering of Education, Universitas Negeri Yogyakarta, Yogyakarta, Indonesia)
Teddy Surya Gunawan (ECE Department Faculty of Engineering International Islamic University Malaysia)



Article Info

Publish Date
06 Sep 2022

Abstract

Javanese is one of the most widely spoken regional languages in Indonesia, alongside other regional languages. Emotions can be recognized in a variety of ways, including facial expression, behavior, and speech. The recognition of emotions through speech is a straightforward process, but the outcomes are quite significant. Currently, there is no database for identifying emotions in Javanese speech. This paper aims to describe the creation of a Javanese emotional speech database. Actors from the Kamasetra UNY community who are accustomed to performing in dramatic roles participated in the recording. The location where recordings are made is free of interference and noise. The actors of Kamasetra have simulated six types of emotions, including happy, sad, fear, angry, neutral, and surprised. The cast consists of ten people between the ages of 20 and 30, including five men and five women. Both humans (30 Javanese-speaking verifiers ranging in age from 17 to 50) and a machine learning system (30 Javanese-speaking verifiers with ages between 17 and 50) verify the database that has been created. The verification results indicate that the database can be used for Javanese emotion recognition. The developed database is offered as open-source and is freely available to the research community at this link https://beais-uny.id/dataset/

Copyrights © 2022






Journal Info

Abbrev

IJEEI

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Indonesian Journal of Electrical Engineering and Informatics (IJEEI) is a peer reviewed International Journal in English published four issues per year (March, June, September and December). The aim of Indonesian Journal of Electrical Engineering and Informatics (IJEEI) is to publish high-quality ...