The Quran Speech Recognizer is an innovative application designed to listen to your recitation of the Quran and find the corresponding verses. This guide will steer you through the setup, usage, and troubleshooting of the application. Let’s embark on this enlightening journey together!

Understanding the Application

Think of the Quran Speech Recognizer as a smart librarian who listens to you recite a text and then tells you exactly where that text is located in a vast library. Instead of a book, this librarian helps you navigate through the rich verses of the Quran based on your recitation.

Methodology Behind the Magic

This fascinating application has been developed using transfer learning. We harnessed the power of a pre-trained model available at Hugging Face. By fine-tuning this model with data from the Kaggle Quran ASR Challenge, we trained our speech recognizer to accurately convert your spoken recitation into Arabic text.

How to Use the Application

1. Download the necessary files and dependencies required to run the application.
2. Open the run_ui.ipynb notebook in your Jupyter environment.
3. Run all the cells in the notebook. This will prepare the application for use.
4. In the last cell, initiate the application to listen to your recitation for a duration of 5 seconds (this duration can be adjusted as needed).
5. The application will convert your speech into Arabic text and display the most probable corresponding verses from the 30th Juzz (from Surah 78 to Surah 114).
6. If you wish to search beyond this range, modify the parameters in the 6th cell.

Troubleshooting Tips

Should you encounter any issues while using the Quran Speech Recognizer, consider the following troubleshooting steps:

• No Audio Detected: Ensure your microphone is working and properly configured.
• Inaccurate Output: Double-check your recitation speed and pronunciation, as that can significantly affect recognition.
• Application Crashing: Make sure that all dependencies are up to date and correctly installed.
• Duration Issues: If the listening duration is too short, you can change it in the last cell to provide more time for your recitation.

For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.

Final Thoughts

At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.

Now, you are prepared to delve into the divine verses of the Quran with the help of this remarkable tool. Happy reciting!