import gradio as gr
from transformers import pipeline

checkpoint="dreahim/whisper-small-Egyptian_ASR_3train_2dev_v1"

ASRPipeline = pipeline(task="automatic-speech-recognition", model=checkpoint)

def Recognize(audiofile):
    sr, audio = audiofile
    result=ASRPipeline(audio)
    return result

demo= gr.Interface(fn=Recognize,title=checkpoint, inputs=gr.Audio(), outputs=gr.Textbox())

if __name__ == "__main__":
    demo.launch(share=True)