reshape

app/main.py

@@ -331,11 +331,11 @@ async def handle_audio(file: UploadFile = File(...)):
         # # Here you would add the feature extraction logic
         # features = extract_features(temp_filename)
         print("Extracted Features:", features)
-
-        features = scaler.transform(features)
         # features = pca.transform(features)
         features = np.array(features).reshape(1, -1)
 
+        features = scaler.transform(features)
+
         # proceed with an inference
         results = model.predict(features)
         # decoded_predictions = [label_encoder.classes_[i] for i in results]