diff --git a/notebooks/piper_multilingual_training_notebook.ipynb b/notebooks/piper_multilingual_training_notebook.ipynb
index ddc10de..57e576d 100644
--- a/notebooks/piper_multilingual_training_notebook.ipynb
+++ b/notebooks/piper_multilingual_training_notebook.ipynb
@@ -22,7 +22,13 @@
         "---\n",
         "\n",
         "- Notebook made by [rmcpantoja](http://github.com/rmcpantoja)\n",
-        "- Collaborator: [Xx_Nessu_xX](https://fakeyou.com/profile/Xx_Nessu_xX)"
+        "- Collaborator: [Xx_Nessu_xX](https://fakeyou.com/profile/Xx_Nessu_xX)\n",
+        "\n",
+        "---\n",
+        "\n",
+        "# Notes:\n",
+        "\n",
+        "- <font color=\"orange\">**Things in orange mean that they are important.**"
       ]
     },
     {
@@ -186,7 +192,7 @@
         "#@markdown * wavs/speaker2audio2.wav|speaker2|This is another audio of the second speaker.\n",
         "#@markdown * ...\n",
         "\n",
-        "#@markdown And so on. In addition, the transcript must be in a .csv format. (UTF-8 without BOM)\n",
+        "#@markdown And so on. In addition, the transcript must be in a <font color=\"orange\">**.csv format. (UTF-8 without BOM)**\n",
         "\n",
         "#@markdown ---\n",
         "%cd /content/dataset\n",
@@ -427,8 +433,8 @@
       "source": [
         "# Have you finished training and want to test the model?\n",
         "\n",
-        "* If you want to run this model in any software that Piper integrates or the same pipper app, export your model using the [model exporter notebook](https://colab.research.google.com/github/rmcpantoja/piper/blob/master/notebooks/piper_model_exporter.ipynb)!\n",
-        "* Wait! I want to test this right now before exporting it to the supported format for piper. Test your generated last.ckpt with [this notebook](https://colab.research.google.com/github/rmcpantoja/piper/blob/master/notebooks/piper_inference_(ckpt).ipynb)!"
+        "* If you want to run this model in any software that Piper integrates or the same Piper app, export your model using the [model exporter notebook](https://colab.research.google.com/github/rmcpantoja/piper/blob/master/notebooks/piper_model_exporter.ipynb)!\n",
+        "* Wait! I want to test this right now before exporting it to the supported format for Piper. Test your generated last.ckpt with [this notebook](https://colab.research.google.com/github/rmcpantoja/piper/blob/master/notebooks/piper_inference_(ckpt).ipynb)!"
       ]
     }
   ],