app.py

import gradio as gr

from script_fidelity import compute_corpus_sfr, list_languages


EXAMPLE_TEXT = "کابل کې ښه هوا ده\nromanized output"


def _score(predictions_text: str, language: str, digit_policy: str) -> dict:
    predictions = [
        line.strip()
        for line in (predictions_text or "").splitlines()
        if line.strip()
    ]
    if not predictions:
        return {"error": "Enter at least one prediction."}

    return compute_corpus_sfr(
        predictions,
        language=language,
        digit_policy=digit_policy,
        return_details=True,
    )


with gr.Blocks(title="Script Fidelity Rate") as demo:
    gr.Markdown(
        "# Script Fidelity Rate\n"
        "Reference-free script check for multilingual ASR. "
        "Enter one prediction per line."
    )
    with gr.Row():
        language = gr.Dropdown(
            choices=list_languages(),
            value="ps_af",
            label="FLEURS language",
        )
        digit_policy = gr.Radio(
            choices=["count", "ignore"],
            value="count",
            label="Digit policy",
        )

    predictions = gr.Textbox(
        value=EXAMPLE_TEXT,
        lines=6,
        label="Predictions",
    )
    button = gr.Button("Compute SFR")
    output = gr.JSON(label="Result")

    button.click(_score, [predictions, language, digit_policy], output)
    predictions.submit(_score, [predictions, language, digit_policy], output)


if __name__ == "__main__":
    demo.launch()