Author

M. Chadi

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#machine learning Preprint Sep 2026

TutlAit v1: a crowdsourced Moroccan Tamazight speech dataset with Arabic transcriptions and regional accent labels

Tamazight (Amazigh) is, together with Arabic, one of the two official languages of Morocco, yet it remains severely under-resourced for speech technology: pub licly available labelled audio is scarce, generally lacks information on the regional variety spoken, and is often of uneven transcription quality. This article...

M. Chadi, Ezzahra Ait El Arbi, Ismail Khayoub et al. · 0 citations

Open access Sep 2026

A pronunciation-sensitive analysis of XTTS adaptation for modern standard Arabic synthetic diacritization length rescue and training dynamics

The findings support a diagnostic rather than leaderboard interpretation: the apparent benefit of Arabic XTTS adaptation depends materially on the evaluation metric, checkpoint, and evaluator.

Abdennacer Elbasri, Abdennabi Morchid, Khalid Oqaidi et al. · Discover Artificial Intellig... · 0 citations

#small language model Open access Sep 2026

MolecureAI: an agentic AI platform for autonomous drug discovery

Accelerating the identification of viable drug candidates across therapeutic areas demands autonomous systems for molecular generation that enforce chemical correctness by structural invariants rather than model capability. We present MolecureAI, an autonomous AI agent architecture for closed-loop drug discovery with...

M. Chadi, Asmaa Amzil, Hajar Ezzahoud et al. · Frontiers in Pharmacology · 0 citations