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Whisper Tiny Ar Quran
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Whisper Tiny Ar Quran

Developed by tarteel-ai
Fine-tuned Arabic Quran speech recognition model based on openai/whisper-tiny
Speech Recognition
Transformers
Open Source License:Apache-2.0#Quran speech recognition#Arabic speech transcription#Low word error rate
Downloads 1,099
Release Time : 12/8/2022

Model Overview

This model is optimized for Arabic Quran content, fine-tuned on the Whisper-tiny architecture, and excels in Quran audio data recognition.

Model Features

Quran-specific optimization
Specially optimized for Arabic Quran content, achieving higher recognition accuracy.
Lightweight model
Based on the Whisper-tiny architecture, the model is compact and suitable for resource-limited environments.
Low word error rate
Achieves a 7.05% word error rate on the evaluation set, demonstrating excellent performance.

Model Capabilities

Arabic speech recognition
Quran audio transcription
Religious content speech-to-text

Use Cases

Religious applications
Quran learning aid
Assists learners in studying Quran recitation through speech recognition.
Accurately recognizes Quran recitation content.
Religious content transcription
Automatically transcribes Quran recitation audio into text.
Achieves a transcription accuracy of 92.95%.
Educational applications
Arabic learning tool
Serves as a pronunciation assessment tool for Arabic learners.
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