app.py

import os
os.system("pip install git+https://github.com/openai/whisper.git")
import gradio as gr
import whisper

#LOAD THE MODEL
model = whisper.load_model("base")

#FUNCTION TO TRANSCRIBE
def speech_to_text(inp):
  result = model.transcribe(inp)
  return result["text"]

#LAUNCH THE UI WITH GRADIO
demo = gr.Interface(fn=speech_to_text,
                    inputs=[gr.Audio(type="filepath")],
                    outputs=["textbox"]
                    )

demo.launch(debug=True)