app.py

import gradio as gr
# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("automatic-speech-recognition", model="openai/whisper-large-v3")

def transcribe_audio(audio):
    return pipe(audio)

demo = gr.Interface(fn=transcribe_audio, inputs=gr.Audio(source="upload", type="filepath"), outputs="text")
demo.launch()