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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() | |