from transformers import pipeline
import gradio as gr

pipe = pipeline(model="dussen/whisper-small-nl-hc")

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

iface = gr.Interface(
    fn=transcribe, 
    inputs=gr.Audio(sources=["microphone"], type="filepath"),
    outputs="text",
    title="Whisper Small Dutch",
    description="Realtime demo for dutch speech recognition using a fine-tuned Whisper small model.",
)

iface.launch()