Duplicate from tarteel-ai/demo-whisper-base-ar-quran

Co-authored-by: Mohamed Saad Ibn Seddik <[email protected]>

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README.md

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+---
+title: Tarteel AI - Whisper Base for Quran
+emoji: 📗
+colorFrom: green
+colorTo: indigo
+sdk: gradio
+sdk_version: 3.13.0
+app_file: app.py
+pinned: false
+duplicated_from: tarteel-ai/demo-whisper-base-ar-quran
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import os
+from transformers import pipeline
+import gradio as gr
+
+
+pipe = pipeline(model="tarteel-ai/whisper-base-ar-quran", 
+                use_auth_token=os.environ["HF_TARTEEL_TOKEN"])  # change to "your-username/the-name-you-picked"
+
+def transcribe(audio):
+    text = pipe(audio)["text"]
+    return text
+
+iface = gr.Interface(
+    fn=transcribe, 
+    inputs=gr.Audio(source="microphone", type="filepath"), 
+    outputs="text",
+    title="Whisper Base for Quranic Arabic",
+    description="Realtime demo for Quran speech recognition using a fine-tuned Whisper base model.",
+)
+
+iface.launch()

requirements.txt

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+torch
+transformers