Literature Study: Effectiveness Of Automatic Speech Recognition In Language Acquisition For Deaf Students

Toni Muhammad Rizal; Asri Widiatsih; Partiwi Ngayuningtyas Adi; Syamsul Muarif

doi:10.36456/special.vol4.no2.a8577

Authors

Toni Muhammad Rizal Universitas PGRI Argopuro Jember
Asri Widiatsih Universitas PGRI Argopuro Jember
Partiwi Ngayuningtyas Adi Universitas PGRI Argopuro Jember
Syamsul Muarif Universitas PGRI Argopuro Jember

DOI:

https://doi.org/10.36456/special.vol4.no2.a8577

Keywords:

Deaf, Automatic Speech Recognition

Abstract

This research aims to describe the effectiveness of Automatic Speech Recognition as an assistive technology in language acquisition for deaf students. Deaf people have lost their ability to hear, so they hinder the processing of language information through their hearing, whether wearing or not hearing aids where their hearing limit is sufficient to enable the successful processing of language information through hearing. This study uses the literature study method by reviewing and critically examining the existing knowledge, ideas and findings in academic- oriented literature and formulating theoretical and methodological contributions covering related topics. Data search was done by searching nationally and internationally accredited journals on digital platforms such as Google Scholar, SINTA and GARUDA. The data obtained is sorted based on the criteria for further analysis using descriptive qualitative techniques. The use of ASR shows various results, and it can be concluded that it is effective in language acquisition for deaf students. Effectiveness occurs when paying attention to several aspects, including the applications used, the level of room noise, the delivery of the teacher's sentences, and the vocabulary understood by deaf students.

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References

Android (2020). Live Transcribe Speech to Text AppAndroid. https://www.andorid.com/accessibility?live-transcribe.

Halim, C., & Satria, F. (2020). Analisa Komparasi Perangkat Speech Recognizing dan Potensinya dalam Membantu Proses Pembelajaan Difabel Rungu Guna Terciptanya Kampus Inklusif Di Era 4.0. Risenologi: Jurnal Sains, Teknologi, Sosial, Pendidikan dan Bahasa, 5(1), 56–63. https://doi.org/10.47028/j.risenologi.2020.51.79. DOI: https://doi.org/10.47028/j.risenologi.2020.51.79

Kawas, s., Karalis. G., Wen, T., & Ladner, R. R. E. (2016). Improving real-time captioning experiences for deaf and hard-of-hearing students. ASSETS 2016 – Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility, 15-23. https://doi.org/10.1145/2982142.2982164. DOI: https://doi.org/10.1145/2982142.2982164

Mustika, a. (2017). Pembelajaran Bahasa Reseptif Anak Tunarungu Pada Usia Dini di Sekolah Prima Bhakti Mulya. Inclusive: Journal of Special Education, III (01), 117-121.

Purbaningrum, E., & Rofiah, K. (2018). The Impact of Language Skills Guidance on Children with Hearing Impairment Language Development.212, 503-506. https://doi.org/10.2991/icei-18.2018.108. DOI: https://doi.org/10.2991/icei-18.2018.108

Seita, M., & Huenerfauth, M. (2020). Deaf individual's views on speaking behaviors of hearing peers when using an automatic captioning app. Conference on Human Factors in Computing Systems – Proceeding, 1-8. https://doi.org/10.1145/3334480.3383083. DOI: https://doi.org/10.1145/3334480.3383083

Shadiev, R., Huang, Y. M., & Hwang. J. P. (2017). Investigating the effectiveness of speech-to-text recognition applications on learning performance, attention meditation. Educational Technology Research Development, 65(5), 1239-1261. https://doi.org/10.1007/s11423-017-9516-3 DOI: https://doi.org/10.1007/s11423-017-9516-3

Wagino & Nehrulita, H. (2016). The Influence of Total Physical Response Method Toward Understanding Vocabulary of Hearing Impairment Children in Special Need Kindergarten Dharma Wanita. Proceedings of International Research clinic & Scientific Publications of Educational technology, 2010, 775-781

WFD. (2016). Know and Achieve Your Human Rights Toolkit. Helsinki: World Federation of the Deaf

WHO. (2020). Coronacirus diseases (COVID-19) https://www.who.int/emergencies/diseases/novel-coronavirus-2019

Wolfe, J., Smith, J., Neumann. S., Miller, S., Schafer. E. C., Birath, A. L., Childress, T., McNally, C., McNiece. C., madell. J., Spangler. C., Caraway. T. H., & Jones, C. (2020). Optimizing Communication in Schools and Other Settings During COVID-19. The Hearing Journal, 73(9), 40-45. https://doi.org/doi:10.1097/01.HJ.0000717184.65906.b9. DOI: https://doi.org/10.1097/01.HJ.0000717184.65906.b9