Abstract
This abstract provides a thorough examination of recent advancements in the field of speech recognition, synthesizing insights from various scholarly articles and research papers. Speech recognition technology has undergone remarkable progress in recent years, driven by advancements in artificial intelligence, machine learning algorithms, and neural network architectures. This paper reviews key methodologies and approaches utilized in modern speech recognition systems, highlighting the shift from traditional statistical models to deep learning techniques. Additionally, it discusses the challenges and opportunities inherent in speech recognition, including robustness to noise, speaker variability, and multilingual support. Practical applications across diverse domains such as healthcare, telecommunications, automotive, and consumer electronics are also explored. Furthermore, the abstract outlines potential future directions for research in speech recognition, including the integration of multimodal inputs, continual learning techniques, and enhanced privacy-preserving mechanisms. Through a comprehensive analysis, this abstract offer valuable insights into the evolving landscape of speech recognition technology and its implications for academia and industry alike.
Metadata
Item Type: | Book Section |
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Creators: | Creators Email / ID Num. Mohd Fairuz, Mohammad Amarulhariz 2022846142@student.uitm.edu.my Mohd Nazri, Muhammad Aiman UNSPECIFIED Saharudin, Muhammad Haiqal UNSPECIFIED Hashim, Abdu Syafi Adil UNSPECIFIED Mahadhir, Khair Izz Khan UNSPECIFIED Saifol Bakhri, Muhammad Syazwi Hilmi UNSPECIFIED Shaidin, Sumayyah UNSPECIFIED |
Contributors: | Contribution Name Email / ID Num. Editor Johari, Maimunah UNSPECIFIED Compiler Abu Bakar, Norlinda Tendot UNSPECIFIED Compiler Ismail, Maymunah UNSPECIFIED Compiler Ahmad, Nor Halawah UNSPECIFIED Compiler Amir Hamzah, Afzan Shahilla UNSPECIFIED Compiler Rahim, Azira UNSPECIFIED |
Subjects: | T Technology > T Technology (General) > Communication of technical information |
Divisions: | Universiti Teknologi MARA, Melaka > Bahagian Penyelidikan dan Jaringan Industri, UiTM Melaka |
Event Title: | Melaka International Intellectual Exposition 2024 (MiiEX 2024) |
Event Dates: | 12 June 2024 |
Achievement: | Idea Development Category - Perak |
Page Range: | pp. 579-581 |
Related URLs: | |
Keywords: | Speech recognition; Advancements; Neural network architectures; Artificial intelligence; Machine learning algorithms |
Date: | 2024 |
URI: | https://ir.uitm.edu.my/id/eprint/107220 |