app.py

pip install transformers

from transformers import pipeline
p = pipeline("automatic-speech-recognition")

def transcribe(audio):
    text = p(audio)["text"]
    return text
    
import gradio as gr
gr.Interface(
    fn=transcribe, 
    inputs=gr.Audio(source="microphone", type="filepath"), 
    outputs="text").launch()