Quran Speech Recognizer

🚀 Quran Speech Recognizer

This application listens to the user's Quran recitation and navigates to the corresponding position in the Quran. It offers an efficient way to locate recited verses.

🚀 Quick Start

Run all the cells of run_ui.ipynb. The last cell will listen to your recitation for 5 seconds (adjustable) starting from when you run that cell. Then, it will convert your speech to Arabic text and display the most likely corresponding parts of the 30th juzz (Surah 78 - 114) of the Quran as output based on the edit distance value.

Currently, the search is limited to Surah 78 to Surah 114 because the searching algorithm takes time to cover the whole Quran. You can change this range in the 6th cell of the notebook.

✨ Features

• Listen to the user's Quran recitation and find the corresponding position in the Quran.
• Convert speech to Arabic text and show relevant Quranic parts.

📦 Installation

No specific installation steps are provided in the original document, so this section is skipped.

💻 Usage Examples

Basic Usage

Run all cells in run_ui.ipynb to start the application. The last cell will record your recitation for a set time and provide the relevant Quranic parts.

# No specific code example provided in the original document, but the general process is as described above.

📚 Documentation

You can also take a look at our presentation slides.

🔧 Technical Details

We used transfer learning to develop our application. We fine - tuned the pretrained model available at https://huggingface.co/elgeish/wav2vec2-large-xlsr-53-arabic using the data available at https://www.kaggle.com/c/quran-asr-challenge/data. Our model can be found at https://huggingface.co/Nuwaisir/Quran_speech_recognizer.

📄 License

No license information is provided in the original document, so this section is skipped.