Fix: use correct parameter names num_genders and num_dialects

app.py

@@ -76,8 +76,8 @@ class MultiModelProfiler:
             
             model = MultiTaskSpeakerModel(
                 model_name=encoder_name,
-                num_gender_classes=2,
-                num_dialect_classes=3,
+                num_genders=2,
+                num_dialects=3,
                 dropout=0.1,
                 freeze_encoder=True
             )