ss

utils.py

@@ -37,34 +37,39 @@ def extract_mfcc_features(y, sr, n_mfcc=20):
         # Return a fallback feature vector if extraction fails
         return np.zeros(n_mfcc)
 
-def calculate_lyrics_length(duration_seconds):
-    """Calculate appropriate lyrics length based on audio duration."""
+def calculate_lyrics_length(duration):
+    """
+    Calculate appropriate lyrics length based on audio duration.
+    Uses a more conservative calculation that generates shorter lyrics:
+    - Average words per line (8-10 words)
+    - Reduced words per minute (45 words instead of 135)
+    - Simplified song structure
+    """
     # Convert duration to minutes
-    duration_minutes = duration_seconds / 60
+    duration_minutes = duration / 60
     
     # Calculate total words based on duration
-    # Using 90 words per minute (doubled from 45)
-    words_per_minute = 90
-    total_words = int(duration_minutes * words_per_minute)
+    # Using 45 words per minute (reduced from 135)
+    total_words = int(duration_minutes * 45)
     
-    # Calculate number of lines based on average words per line
-    # Using 8-10 words per line
-    words_per_line = 9
-    total_lines = int(total_words / words_per_line)
+    # Calculate number of lines
+    # Assuming 8-10 words per line
+    words_per_line = 9  # average
+    total_lines = total_words // words_per_line
     
-    # Adjust number of lines based on song structure
-    if total_lines <= 6:
-        # Very short song - one verse and chorus
-        return 4  # 2 lines verse + 2 lines chorus
-    elif total_lines <= 10:
+    # Adjust for song structure with shorter lengths
+    if total_lines < 6:
+        # Very short song - keep it simple
+        return max(2, total_lines)
+    elif total_lines < 10:
         # Short song - one verse and chorus
-        return 5  # 3 lines verse + 2 lines chorus
-    elif total_lines <= 15:
+        return min(6, total_lines)
+    elif total_lines < 15:
         # Medium song - two verses and chorus
-        return 8  # 3 lines verse + 2 lines chorus + 3 lines verse
+        return min(10, total_lines)
     else:
         # Longer song - two verses, chorus, and bridge
-        return 10  # 3 lines verse + 2 lines chorus + 2 lines bridge + 3 lines verse
+        return min(15, total_lines)
 
 def format_genre_results(top_genres):
     """Format genre classification results for display."""