Simple audio tutorial: Add a note about Keras audio_dataset_from_directory, make sure TF 2.11+ is installed

Author: 8bitmp3

site/en/tutorials/audio/simple_audio.ipynb

@@ -87,7 +87,7 @@
       "source": [
         "## Setup\n",
         "\n",
-        "Import necessary modules and dependencies. Note that you'll be using <a href=\"https://seaborn.pydata.org/\" class=\"external\">seaborn</a> for visualization in this tutorial."
+        "Import necessary modules and dependencies. You'll be using `tf.keras.utils.audio_dataset_from_directory` (introduced in TensorFlow 2.10), which helps generate audio classification datasets from directories of `.wav` files. You'll also need <a href=\"https://seaborn.pydata.org/\" class=\"external\">seaborn</a> for visualization in this tutorial."
       ]
     },
     {
@@ -98,8 +98,7 @@
       },
       "outputs": [],
       "source": [
-        "# Upgrade environment to support TF 2.10 in Colab\n",
-        "!pip install -U --pre tensorflow tensorflow_datasets\n",
+        "!pip install -U -q tensorflow tensorflow_datasets\n",
         "!apt install --allow-change-held-packages libcudnn8=8.1.0.77-1+cuda11.2"
       ]
     },