app.py

pipe = pipeline(model="NadiaHolmlund/Japanese_Fine_Tuned_Whisper_Model")

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

iface_transcribe = gr.Interface(
    fn=transcribe, 
    inputs=gr.Audio(source="microphone", type="filepath"), 
    outputs="text",
    title="Whisper Tiny Japanese",
    description="Realtime demo for Japanese speech recognition using a fine-tuned Whisper tiny model.",
)

iface_transcribe.launch()