added - execution time

main.py

@@ -1,5 +1,6 @@
 import argparse
 from helpers.audio_analysis import UrduIntentExtractor
+import time
 
 def main():
     """
@@ -37,12 +38,15 @@ def main():
     try:
         # Initialize extractor
         extractor = UrduIntentExtractor(model_size=args.model)
-        
+
+        start_time = time.time()
         # Process audio file
         results = extractor.process_audio_file(
             args.audio_file, 
             verbose=not args.quiet
         )
+        end_time = time.time()
+        print(f"⏱️ Execution time: {(end_time - start_time) / 60:.2f} minutes, {(end_time - start_time)} seconds")
         
         # Save to JSON if requested
         if args.output:
@@ -52,6 +56,7 @@ def main():
             print(f"\nResults saved to: {args.output}")
             
     except FileNotFoundError as e:
+        print(f"⏱️ Execution time: {(end_time - start_time) / 60:.2f} minutes, {(end_time - start_time)} seconds")
         print(f"❌ Error: {e}")
     except Exception as e:
         print(f"❌ An error occurred: {str(e)}")