import gradio as gr
from transformers import pipeline
import numpy as np

transcriber = pipeline("automatic-speech-recognition", model="filipzawadka/whisper-small-pl-2")

def transcribe(audio):
    return transcriber(audio)["text"]


demo = gr.Interface(
    fn=transcribe,
    inputs=gr.Audio(sources=["microphone"]),
    outputs="text",
)

demo.launch()