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2026 · Research

Magpie TTS Arabic

Saudi & Emirati Dialect Speech Synthesis

🏆 60k+ Downloads on Hugging Face

Dialect-adapted multilingual speech synthesis adapting NVIDIA's Magpie architecture to conversational Gulf Arabic.

What it does

  • Fine-tuned NVIDIA Magpie TTS Multilingual 357M on conversational speech, adapting the architecture to ar-SA and ar-AE dialectal phonetics and non-standard orthography.
  • Engineered an end-to-end speech data curation pipeline: 22.05 kHz resampling, noise filtering, Silero-VAD utterance segmentation, and speaker diarization.
  • Published open-source model checkpoints, curated datasets, and interactive Hugging Face Spaces demos with over 60,000+ community downloads.