diff --git a/tutorials/asr/Speech_Commands.ipynb b/tutorials/asr/Speech_Commands.ipynb
index c8a54e5135b2..927c0a15b76c 100644
--- a/tutorials/asr/Speech_Commands.ipynb
+++ b/tutorials/asr/Speech_Commands.ipynb
@@ -65,6 +65,7 @@
                 "!python -m pip install git+https://github.com/NVIDIA/NeMo.git@$BRANCH#egg=nemo_toolkit[asr]\n",
                 "\n",
                 "## Install TorchAudio\n",
+                "## NOTE: TorchAudio installation may not work in all environments, please use Google Colab for best experience\n",
                 "!pip install torchaudio>=0.13.0 -f https://download.pytorch.org/whl/torch_stable.html\n",
                 "\n",
                 "## Grab the config we'll use in this example\n",