from transformers import pipeline
import gradio as gr

pipe = pipeline(model="Ussen/whisper-medium-swc-drc-kat-1")

def transcribe(audio):
    text = pipe(audio)["text"]
    return text

iface = gr.Interface(
    fn=transcribe, 
    inputs=gr.Audio(source="microphone", type="filepath"), 
    outputs="text",
    description="Record, then click 'Submit' for transcription.",
)

iface.launch()