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