app.py

from transformers import pipeline
import gradio as gr

pipe = pipeline(model="sonnygeorge/whisper-tiny-papi")


def transcribe(audio):
    text = pipe(audio[1])["text"]
    return text


iface = gr.Interface(
    fn=transcribe,
    inputs=gr.Audio(),
    outputs="text",
    title="Whisper Tiny Papiamentu",
    description="Realtime demo for Papiamentu speech recognition using a fine-tuned Whisper tiny model.",
)

iface.launch()