F5-TTS: Fine-Tuned Arabic Speech Synthesis Model

Update

three checkpoints has bee added to the repo , the 380000 is the last , more data is needed to get better results so I will stop the fine tunning till getting more data and then i will proceed the fine tunning.

Overview

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.

Samples for now

'''

1- "لكن على ما يبدو ان هناك تصاعد غير مسبوق للاحداث."

2- "لذلك يجب علينا الإتحاد فى وجه كل الصدامات التى قد تؤثر علينا."

3- "كان هناك الكثير من التحديات للوصول إلى الدقه المطلوبة."

''' 1-

License

This model is released under the CC BY-NC 4.0 license, which allows free usage, modification, and distribution for non-commercial purposes.

Datasets

Training is based on the MBZUAI/ClArTTS so basically the model support MSA

Model Information

Base Model: SWivid/F5-TTS
Current Status: Ongoing fine-tuning (Temporary Checkpoints Available)
(Final training parameters will be updated upon completion of fine-tuning.)

Usage Instructions

To use the fine-tuned Arabic model, follow these steps:

Usage

GitHub Repository: Follow the F5-TTS setup instructions, but replace the default model with the Arabic checkpoint and vocabulary files provided here.

Contributions & Collaboration

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.

Recommendations for Better Results

Use clear reference audio with minimal background noise.
Ensure balanced audio levels for improved synthesis quality.
Contributions in dataset expansion and model evaluation are highly valuable.

Acknowledgment

This work is done using Zewail City of science and technology machine

If you have any questions or suggestions, feel free to reach out! 🚀

IbrahimSalah
/

F5-TTS-Arabic