Update app.py

app.py

@@ -157,9 +157,7 @@ def transliterate_to_hk(text, lang_choice):
     """Transliterate Indic text to Harvard-Kyoto"""
     mapping = {
         "Tamil": sanscript.TAMIL,
-        "Malayalam": sanscript.MALAYALAM, 
-        "Hindi": sanscript.DEVANAGARI,
-        "Sanskrit": sanscript.DEVANAGARI,
+        "Malayalam": sanscript.MALAYALAM,
         "English": None
     }
     
@@ -433,7 +431,7 @@ def create_interface():
         gr.Markdown("""
         # 🎙️ Multilingual Pronunciation Trainer
         
-        **Practice pronunciation in Tamil, Malayalam, Hindi, Sanskrit & English** using advanced speech recognition!
+        **Practice pronunciation in Tamil, Malayalam & English** using advanced speech recognition!
         
         ### 📋 How to Use:
         1. **Select** your target language 🌍
@@ -525,33 +523,6 @@ def create_interface():
             visible=False
         )
         
-        # Event handlers
-        def generate_and_clear(language):
-            sentence = get_random_sentence(language)
-            return sentence, "", "", "", "", "", "", "", "", "", "", "", ""
-        
-        gen_btn.click(
-            fn=generate_and_clear,
-            inputs=[lang_choice], 
-            outputs=[
-                intended_display, status_output, pass1_out, pass2_out, 
-                wer_out, cer_out, actual_text_display, actual_transliteration,
-                target_text_display, target_transliteration, diff_html_box, 
-                char_html_box, target_display
-            ]
-        )
-        
-        analyze_btn.click(
-            fn=compare_pronunciation,
-            inputs=[audio_input, lang_choice, intended_display],
-            outputs=[
-                status_output, pass1_out, pass2_out, 
-                wer_out, cer_out, actual_text_display, actual_transliteration,
-                target_text_display, target_transliteration, diff_html_box, 
-                char_html_box, intended_display, target_display
-            ]
-        )
-        
         # Auto-generate sentence on language change
         lang_choice.change(
             fn=get_random_sentence,
@@ -563,12 +534,13 @@ def create_interface():
         gr.Markdown("""
         ---
         ### 🔧 Technical Details:
-        - **ASR Models**: Community-trained Whisper models optimized for Indic languages
+        - **ASR Models**: Community-trained Whisper models optimized for Tamil & Malayalam
         - **Metrics**: WER (Word Error Rate) and CER (Character Error Rate)
         - **Transliteration**: Harvard-Kyoto system for Indic scripts
         - **Analysis**: Dual-pass approach for comprehensive feedback
         
         **Note**: TTS (Text-to-Speech) reference audio will be added in future updates.
+        **Languages**: Currently supports English, Tamil, and Malayalam.
         """)
     
     return demo
@@ -586,7 +558,7 @@ if __name__ == "__main__":
         print("✅ English model loaded successfully")
     except Exception as e:
         print(f"⚠️ Warning: Could not pre-load English model: {e}")
-
+    
     demo = create_interface()
     demo.launch(
         share=True,