A deep diacritics-based recognition model for arabic speech: quranic verses as case study

SS Alrumiah, AA Al-Shargabi - IEEE Access, 2023 - ieeexplore.ieee.org
Arabic is the language of more than 422 million of the world's population. Although classic
Arabic is the Quran language that 1.9 billion Muslims are required to recite, limited Arabic …

Unlocking the power of transfer learning with Ad-Dabit-Al-Lughawi: A token classification approach for enhanced Arabic Text Diacritization

A Skiredj, I Berrada - Expert Systems with Applications, 2025 - Elsevier
Automatic diacritization of Arabic text is a pivotal process that involves the addition of
diacritical marks to enhance the clarity and comprehension of the text. This task is crucial for …

DIACRITIC-AWARE ALIGNMENT AND CLASSIFICATION IN ARABIC SPEECH: A FUSION OF FUZTPI AND ML MODELS

A Sabour, A Hendawi, M Ali - JISTech (Journal of Islamic Science …, 2023 - jurnal.uinsu.ac.id
This paper presents the Quran Speech Recognition (QRSR) system, achieving alignment
and classification accuracies up to 96%. The system is designed to advance Arabic …

Arabic Diacritic-Aware Text-Audio Segmentation and Alignment Model (DASAM)

A Sabour, A Hendawi, M Ali - Elkawnie: Journal of Islamic …, 2024 - jurnal.ar-raniry.ac.id
This paper introduces the Diacritic-Aware Segmentation and Alignment Model for Arabic
(DASAM). Diacritics are vital for pronunciation and meaning in the Arabic language but are …