transform

app/main.py

@@ -252,8 +252,8 @@ async def handle_audio(file: UploadFile = File(...)):
         features = extract_features(temp_filename)
         print("Extracted Features:", features)
 
-        features = mlp_scaler.fit_transform(features)
-        features = mlp_pca.fit_transform(features)
+        features = mlp_scaler.transform(features)
+        features = mlp_pca.transform(features)
 
         # Dummy example to proceed with an inference
         results = mlp_model.predict(features)