import subprocess
subprocess.run(["pip", "install", "whisper"])
subprocess.run(["pip", "install", "gradio", "--upgrade"])
subprocess.run(["pip", "install", "pip", "--upgrade"])


import gradio as gr


import whisper

def transcribe_audio(audio_file):
    model = whisper.load_model("base")
    result = model.transcribe(audio_file)
    return result["text"]


def main():
    audio_input = gr.inputs.Audio(source="upload", type="filepath")
    output_text = gr.outputs.Textbox()
    
    iface = gr.Interface(fn=transcribe_audio, inputs=audio_input, 
                         outputs=output_text, title="Audio Transcription App",
                         description="Upload an audio file and hit the 'Submit'\
                             button")
    
    iface.launch()


if __name__ == '__main__':
    main()