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try: |
|
import werpy |
|
import gradio as gr |
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except ImportError as e: |
|
print(f"An error occurred while importing modules: {str(e)}") |
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exit() |
|
|
|
def word_error_rate(reference, hypothesis): |
|
try: |
|
normalized_reference = werpy.normalize(reference) |
|
normalized_hypothesis = werpy.normalize(hypothesis) |
|
wer_result = werpy.wer(normalized_reference, normalized_hypothesis) |
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return wer_result |
|
except Exception as e: |
|
return f"An error occurred: {str(e)}" |
|
|
|
title = "Word Error Rate Calculator" |
|
description = "A simple application to quickly calculate the Word Error Rate (WER) powered by <a href='https://pypi.org/project/werpy/'>werpy</a>." |
|
|
|
|
|
input_reference = gr.Textbox(lines=2, label="Input Reference Text") |
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input_hypothesis = gr.Textbox(lines=2, label="Input Hypothesis Text") |
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output_wer = gr.Number(label="Word Error Rate") |
|
|
|
iface = gr.Interface( |
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fn = word_error_rate, |
|
inputs = [input_reference, input_hypothesis], |
|
outputs = output_wer, |
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title = title, |
|
description = description |
|
) |
|
iface.launch() |
|
|
