Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Cendekiawan: Jurnal Pendidikan dan Studi Keislaman

Computational Approaches to Phonology: Advances in Speech Recognition and Synthesis Aulia Yunus; Novi Yanti; Yani Lubis
Cendekiawan : Jurnal Pendidikan dan Studi Keislaman Vol 2 No 1 (2023): Maret
Publisher : Yayasan Zia Salsabila

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61253/cendekiawan.v2i1.160

Abstract

This article explores the field of computational approaches to phonology, with a particular focus on recent increases in popularity and speech synthesis. Phonology, as a department of linguistics, deals with the observation of sounds and their work in language. Recent improvements in this area have resulted in major improvements in accuracy and efficiency, towards the integration of deep recognition strategies together with recurrent neural networks (RNNs) and convolutional neural networks (CNNs). the models have tested the ability to capture complex phonetic patterns and decorate the overall performance of computerized speech reputation structures. These advances have seen packages in multiple domains, such as virtual assistants, text-to-speech structures, and language acquisition tools. This article looks at the main computational procedures used in phonology, along with characteristic-based representations, rule-based modes, and statistical methods. It explores demanding situations related to phonological evaluation, which include phoneme segmentation, pronunciation variants, and language-specific problems. In addition, this paper discusses mixing phonological knowledge with device learning strategies, which enables the development of robust and correct speech recognition and synthesis systems. As usual, this research represents remarkable advances from computational methods to phonology, particularly in the geographical area of speech recognition and synthesis. the combination of technology and linguistic insights has increased the accuracy, naturalness, and efficiency in processing spoken language. These enhancements open up new opportunities to enhance human-pc interaction, language recognition, and many other packages that rely on speech-based technologies.
Co-Authors . Mudatsir Aan Adriansah Afrida Sriyani Harahap Agung Malik’aiman Agus Sumarno Agus Sutardjo Agus Sutarjo Agussali M Agussalim Agussalim M Agussalim, M Ahmad Sahat Perdamean Amanah, Fisa Andika Triansyah Andrianto Andrianto Anggia Mardaleni Anik Rokhayah Aprimadhani, Lesti Ardiansyah Saputra Arrita Nurmaida Aulia Yunus Bakkareng Bakkareng, Bakkareng Chientya Annisa Rahman P Cici Erika Damanik, Emeliya Sukma Dara Danu Unggul Ardiyanto Danyl Mallisza Deby Yanthina Dekriani Yusela Deni Puji Hartono Deri Kurniawan Desti Puswati Devita, Yeni Dheya Vortuna Dina Adawiyah Dista, Putri Buolqis Donny Hendra Doran Supater Eggy P Eka Malfasari Eka Pandu Cynthia Eka Supriatna Eka Yulianti Eva Santi Hutaosoit Eva Santi Hutasoit Fakhrudian Hardi Fina Indah Putri Fitri Insani Fitria Sinta Demara Fitry Erlin Frica A Ambarwati Gina Sua mj Gusni Warnita Helfa Septinar, Helfa Hendri Saputra Henny Kurniati Herkulanus Egi Januweri Hia, Yupiter Kristian Hidasari, Fitriana Puspa Hubbal Khair Iskandar, Rhoma Ismawati Sitorus Ivonne Ayesha Jenifer Jessica Jhon Rinaldo Kartina Pakpahan Linda Suryani Lise Prangka Genita M Fadhli Ihsan Makkuradde, A. Syahrum Marco Van Soni Muhammad Fachrurrozi Bafadal Nadya Afriliya Nevy Adriani Lavrova Nilasari Noviyanti Noviyanti Nurtati Nurul Khairat Wirda Octadino Hariyadi Okfalisa Okfalisa Okfalisa saktioto Patria Nagara Pertiwi, Ega Gema Poppy Astri Ivo Putra, Ifon Driposwana Putra, Riandi Rahmat Putra Perdana Rahmatun Nissa Reflianto, Reflianto Rice Haryati Ridho Prima Putra Ridho Wantora Risdayani, Risdayani Rizka Hadya Rizki Hazazi Rizmar Al Yaqini Rubiyatno Rubiyatno Rusherina Rusherina Salfadri, Salfadri Samingan Samingan Santa Ompusunggu Saputra, Edriagus Sefrida Yanti Sefty Fauzan Wijaya Shintia Yulian Siska Mulyani SITI FATIMAH SRI RAHAYU Sunreni Susanti Gate Syamsurizal - - Syarifah Asyura T. Hartian Silawati Ningsih Tisa Serly Bonefa Ulfa Hasana Umar Hi Salim Victor G Simanjuntak Viktor G Simanjuntak Wisda Rahmadinur Wiwi Oktavia Wiwik Yunitaningrum Yani Lubis Yelfi Vitriani Yelvi Fitriani Yelvi Vitriani Yessi Azwar Yudi Yuliana Lase Yulistia Yulistia, Yulistia Zusmawati