app.py

import gradio as gr
from transformers import pipeline
pipe = pipeline(task="automatic-speech-recognition", 
                model="openai/whisper-tiny")
gr.Interface.from_pipeline(pipe,
                           title="Automatic Speech Recognition (ASR)",
                           description="Using pipeline with OpenAI Whisper",
                           examples=['assets/ljspeech.wav',],
                           ).launch(inbrowser=True)