diff --git a/site/en/tutorials/audio/simple_audio.ipynb b/site/en/tutorials/audio/simple_audio.ipynb
index 01decaa8fdf..9d79742fbb7 100644
--- a/site/en/tutorials/audio/simple_audio.ipynb
+++ b/site/en/tutorials/audio/simple_audio.ipynb
@@ -873,7 +873,7 @@
         "    self.model = model\n",
         "\n",
         "    # Accept either a string-filename or a batch of waveforms.\n",
-        "    # YOu could add additional signatures for a single wave, or a ragged-batch. \n",
+        "    # You could add additional signatures for a single wave, or a ragged-batch. \n",
         "    self.__call__.get_concrete_function(\n",
         "        x=tf.TensorSpec(shape=(), dtype=tf.string))\n",
         "    self.__call__.get_concrete_function(\n",