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    Arabic Dialect Speech-Text Recognition Using Deep Learning by RAEIALBOOM, OMAR SALEH DARWISH

    Published 2024
    “…Traditional speech recognition models struggle in this domain, prompting an exploration of deep learning approaches, specifically the TestRCNN and Hybrid TestRCNN-CNN Models. The research begins with a comprehensive preprocessing process, which involves loading audio data, extracting features using Mel-Frequency Cepstral Coefficients (MFCCs), and encoding labels. …”
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    A systematic review of Arabic text classification: areas, applications, and future directions by Wahdan, Ahlam

    Published 2023
    Subjects: “…Arabic, Text classification, Natural language processing, Systematic review…”
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    Cyberbullying Detection Model for Arabic Text Using Deep Learning by Albayari, Reem

    Published 2023
    Subjects: “…Text mining; deep learning; convolutional neural network; classification; categorisation; natural language processing; Arabic language.…”
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    Sentiment analysis for Arabizi in social media. (c2015) by Tobaili, Taha

    Published 2015
    “…Informal Arabic lacks standardization and has no grammar, thus sentimental analysis in this area is considered a complex process. Sentiment Analysis for Arabic has been studied for MSA (Modern Standard Arabic) but rarely for informal Arabic, and non-existent for Arabizi; whereas most of the youth in Lebanon text in Arabizi claiming that it is easier than texting in Arabic. …”
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    Segmenting Handwritten Arabic Text by Haraty, Ramzi A.

    Published 2002
    “…There are several major problems with Arabic handwritten text processing: Arabic is written cursively and many external objects are used such as dots, ‘Hamza’, ‘Madda’, and diacritic objects. …”
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