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--- |
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language: |
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- ar |
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base_model: |
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- SWivid/F5-TTS |
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pipeline_tag: text-to-speech |
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tags: |
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- speech |
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- f5-tts |
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- arabic |
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- text-to-speech |
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- tts |
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datasets: |
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- MBZUAI/ClArTTS |
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- mozilla-foundation/common_voice_17_0 |
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--- |
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# F5-TTS: Fine-Tuned Arabic Speech Synthesis Model |
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## Overview |
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This project fine-tunes the F5-TTS model for high-quality Arabic speech synthesis, incorporating regional diversity in pronunciation and accents. The fine-tuning process is ongoing, and temporary checkpoints are provided as progress updates. Future iterations will include improved models with enhanced accuracy and naturalness. |
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## Samples for now |
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''' |
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1- "ููู ุนูู ู
ุง ูุจุฏู ุงู ููุงู ุชุตุงุนุฏ ุบูุฑ ู
ุณุจูู ููุงุญุฏุงุซ." |
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2- "ูุฐูู ูุฌุจ ุนูููุง ุงูุฅุชุญุงุฏ ูู ูุฌู ูู ุงูุตุฏุงู
ุงุช ุงูุชู ูุฏ ุชุคุซุฑ ุนูููุง." |
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3- "ูุงู ููุงู ุงููุซูุฑ ู
ู ุงูุชุญุฏูุงุช ูููุตูู ุฅูู ุงูุฏูู ุงูู
ุทููุจุฉ." |
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''' |
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1- |
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<audio controls src="https://cdn-uploads.huggingface.co/production/uploads/645098004f731658826cfe57/Co1vv5UnOffDEyPGY47li.wav"></audio> |
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2- |
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<audio controls src="https://cdn-uploads.huggingface.co/production/uploads/645098004f731658826cfe57/jeKaMPd7f9P11aPCe5Y_0.wav"></audio> |
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3- |
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<audio controls src="https://cdn-uploads.huggingface.co/production/uploads/645098004f731658826cfe57/-c4gemoEcNX53CA21IheJ.wav"></audio> |
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## License |
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This model is released under the **CC BY-NC 4.0** license, which allows free usage, modification, and distribution for **non-commercial** purposes. |
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## Datasets |
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Training is based on the **MBZUAI/ClArTTS** so basically the model support MSA |
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## Model Information |
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- **Base Model:** SWivid/F5-TTS |
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- **Current Status:** Ongoing fine-tuning (Temporary Checkpoints Available) |
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- *(Final training parameters will be updated upon completion of fine-tuning.)* |
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## Usage Instructions |
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To use the fine-tuned Arabic model, follow these steps: |
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### Usage |
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- **GitHub Repository:** Follow the [F5-TTS setup instructions](https://github.com/SWivid/F5-TTS), but replace the default model with the Arabic checkpoint and vocabulary files provided here. |
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## Contributions & Collaboration |
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This model is a **work in progress**, and community contributions are highly encouraged! Suggestions, improvements, and dataset contributions are welcome to refine its performance across different Arabic dialects. |
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### Recommendations for Better Results |
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- Use **clear reference audio** with minimal background noise. |
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- Ensure **balanced audio levels** for improved synthesis quality. |
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- Contributions in **dataset expansion** and **model evaluation** are highly valuable. |
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### Acknowledgment |
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- This work is done using **Zewail City of science and technology machine** |
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If you have any questions or suggestions, feel free to reach out! ๐ |
