diff --git a/notebooks/piper_multilingual_training_notebook.ipynb b/notebooks/piper_multilingual_training_notebook.ipynb
index d087963..ddc10de 100644
--- a/notebooks/piper_multilingual_training_notebook.ipynb
+++ b/notebooks/piper_multilingual_training_notebook.ipynb
@@ -154,7 +154,7 @@
         "!mkdir /content/dataset\n",
         "%cd /content/dataset\n",
         "!mkdir /content/dataset/wavs\n",
-        "#@markdown ### Audio dataset path to unzip:\n",
+        "#@markdown ### Audio dataset path to unzip\n",
         "zip_path = \"/content/drive/MyDrive/Wavs.zip\" #@param {type:\"string\"}\n",
         "!unzip \"{zip_path}\" -d /content/dataset/wavs\n",
         "#@markdown ---"
@@ -171,14 +171,14 @@
       "source": [
         "#@markdown # <font color=\"pink\"> **2. Upload the transcript file.** 📝\n",
         "#@markdown ---\n",
-        "#@markdown ####Important: the transcription means writing what the character says in each of the audios, and it must have the following structure:\n",
+        "#@markdown ####<font color=\"orange\">**Important: the transcription means writing what the character says in each of the audios, and it must have the following structure:**\n",
         "\n",
-        "#@markdown ##### For a single-speaker dataset:\n",
+        "#@markdown ##### <font color=\"orange\">For a single-speaker dataset:\n",
         "#@markdown * wavs/1.wav|This is what my character says in audio 1.\n",
         "#@markdown * wavs/2.wav|This, the text that the character says in audio 2.\n",
         "#@markdown * ...\n",
         "\n",
-        "#@markdown ##### For a multi-speaker dataset:\n",
+        "#@markdown ##### <font color=\"orange\">For a multi-speaker dataset:\n",
         "\n",
         "#@markdown * wavs/speaker1audio1.wav|speaker1|This is what the first speaker says.\n",
         "#@markdown * wavs/speaker1audio2.wav|speaker1|This is another audio of the first speaker.\n",