Update app.py

app.py

@@ -86,8 +86,11 @@ def compare_texts(reference_text, transcribed_text):
     if incorrect_words_audios:
         html_output += "<br><strong>Pronunciation for Incorrect Words:</strong><br>"
         for word, audio in incorrect_words_audios:
+            suggestion = difflib.get_close_matches(word, reference_words, n=1)
+            suggestion_text = f" (Did you mean: <em>{suggestion[0]}</em>?)" if suggestion else ""
             html_output += f'{word}: '
-            html_output += f'<audio controls><source src="{audio}" type="audio/mpeg">Your browser does not support the audio tag.</audio><br>'
+            html_output += f'<audio controls><source src="{audio}" type="audio/mpeg">Your browser does not support the audio tag.</audio>{suggestion_text}<br>'
+
 
     return html_output