diff --git a/spell/en.utf-8.add b/spell/en.utf-8.add
index 3a4edda..c71b52b 100644
--- a/spell/en.utf-8.add
+++ b/spell/en.utf-8.add
@@ -11,3 +11,30 @@ smartcard
 Bluetooth
 PDF
 framebuffer
+texorpdfstring
+clickable
+hyperref
+Loïc
+Masure
+Cécile
+Prouff
+MAIS
+pmf
+EPI
+NLL
+MLP
+MLPs
+DNN
+Convolutional
+Picek
+Perceptrons
+CNNs
+DNNs
+MSE
+SCA
+SGD
+overfitting
+GTAs
+#stimatior
+Estimatior/!
+Perceptron
diff --git a/spell/en.utf-8.add.spl b/spell/en.utf-8.add.spl
index 05d36e4..6bc00b3 100644
Binary files a/spell/en.utf-8.add.spl and b/spell/en.utf-8.add.spl differ