Arabic automatic speech recognition: a systematic literature review

A Dhouib, A Othman, O El Ghoul, MK Khribi… - Applied Sciences, 2022 - mdpi.com
Automatic Speech Recognition (ASR), also known as Speech-To-Text (STT) or computer
speech recognition, has been an active field of research recently. This study aims to chart …

End-to-end speech recognition for arabic dialects

S Nasr, R Duwairi, M Quwaider - Arabian Journal for Science and …, 2023 - Springer
Automatic speech recognition or speech-to-text is a human–machine interaction task, and
although it is challenging, it is attracting several researchers and companies such as …

Challenges and progress in developing speech recognition systems for Dialectal Arabic

FZ Besdouri, I Zribi, LH Belguith - Speech Communication, 2024 - Elsevier
This paper provides a structured examination of Arabic Automatic Speech Recognition
(ASR), focusing on the complexity posed by the language's diverse forms and dialectal …

Machine Intelligence in Africa: a survey

AA Tapo, A Traoré, S Danioko, H Tembine - arXiv preprint arXiv …, 2024 - arxiv.org
In the last 5 years, the availability of large audio datasets in African countries has opened
unlimited opportunities to build machine intelligence (MI) technologies that are closer to the …

Using Character-Level Sequence-to-Sequence Model for Word Level Text Generation to Enhance Arabic Speech Recognition

MA Azim, W Hussein, NL Badr - IEEE Access, 2023 - ieeexplore.ieee.org
Owing to the linguistic richness of the Arabic language, which contains more than 6000
roots, building a reliable Arabic language model for Arabic speech recognition systems …

Leveraging Data Collection and Unsupervised Learning for Code-Switched Tunisian Arabic Automatic Speech Recognition

AAB Abdallah, A Kabboudi, A Kanoun… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Crafting an effective Automatic Speech Recognition (ASR) solution for dialects demands
innovative approaches that not only address the data scarcity issue but also navigate the …

Arabic Speech Recognition: Advancement and Challenges

A Rahman, MM Kabir, MF Mridha, M Alatiyyah… - IEEE …, 2024 - ieeexplore.ieee.org
Speech recognition is a captivating process that revolutionizes human-computer
interactions, allowing us to interact and control machines through spoken commands. The …

Arabic Speech Recognition Based on Encoder-Decoder Architecture of Transformer

M Sameer, A Talib, A Hussein, H Husni - Journal of Techniques, 2023 - journal.mtu.edu.iq
Recognizing and transcribing human speech has become an increasingly important task.
Recently, researchers have been more interested in automatic speech recognition (ASR) …

[PDF][PDF] Knowledge of accent differences can predict speech recognition errors

T Szalay, M Shahin, B Ahmed… - Annual Conference of the …, 2022 - researchgate.net
If accent differences can predict the type of speech recognition errors, a smaller dataset
systematically representing accent differences might be sufficient and less resource …

BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization

MNS Samin, JI Ahad, TA Medha, F Rahman… - arXiv preprint arXiv …, 2024 - arxiv.org
This study focuses on recognizing Bangladeshi dialects and converting diverse Bengali
accents into standardized formal Bengali speech. Dialects, often referred to as regional …