app.py

import gradio as gr
from transformers import pipeline

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

def transcribe(audio):
    transcription = pipe(audio)["text"]
    return transcription

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