Update app.py

app.py

@@ -1,4 +1,3 @@
-import gradio as gr
 from gtts import gTTS
 import time
 import difflib
@@ -14,7 +13,7 @@ def play_text(text):
     os.system(f"start {temp_file.name}")  # Windows
     return "✅ Text is being read out. Please listen and read it yourself."
 
-# Function to transcribe user's audio and compare with the original text
+# Function to transcribe user's audio
 def transcribe_audio(audio, original_text):
     recognizer = sr.Recognizer()
     with sr.AudioFile(audio) as source:
@@ -33,19 +32,14 @@ def transcribe_audio(audio, original_text):
         
         # Calculate speed
         duration = end_time - start_time  # time to process (not speaking time)
-        speed = round(len(transcribed_words) / duration, 2)  # words per second
+        # Better: estimate speaking time from audio length if needed (advanced)
         
-        # Compare words and highlight mistakes
-        wrong_words = []
-        for i, word in enumerate(original_words):
-            if i >= len(transcribed_words) or word != transcribed_words[i]:
-                wrong_words.append(f"🔴 {word}")
+        speed = round(len(transcribed_words) / duration, 2)  # words per second
         
         result = {
             "📝 Transcribed Text": transcription,
             "🎯 Accuracy (%)": accuracy,
-            "⏱️ Speaking Speed (words/sec)": speed,
-            "❌ Incorrect Words": ' '.join(wrong_words) if wrong_words else "None"
+            "⏱️ Speaking Speed (words/sec)": speed
         }
         return result
     except Exception as e:
@@ -71,4 +65,4 @@ with gr.Blocks() as app:
     submit_button.click(transcribe_audio, inputs=[audio_input, input_text], outputs=[output])
 
 # Launch the app
-app.launch()
+app.launch()