Fix "infered" -> ""inferred"

Author: 8bitmp3

site/en/tutorials/audio/transfer_learning_audio.ipynb

@@ -287,9 +287,9 @@
         "scores, embeddings, spectrogram = yamnet_model(testing_wav_data)\n",
         "class_scores = tf.reduce_mean(scores, axis=0)\n",
         "top_class = tf.argmax(class_scores)\n",
-        "infered_class = class_names[top_class]\n",
+        "inferred_class = class_names[top_class]\n",
         "\n",
-        "print(f'The main sound is: {infered_class}')\n",
+        "print(f'The main sound is: {inferred_class}')\n",
         "print(f'The embeddings shape: {embeddings.shape}')"
       ]
     },
@@ -629,8 +629,8 @@
         "scores, embeddings, spectrogram = yamnet_model(testing_wav_data)\n",
         "result = my_model(embeddings).numpy()\n",
         "\n",
-        "infered_class = my_classes[result.mean(axis=0).argmax()]\n",
-        "print(f'The main sound is: {infered_class}')"
+        "inferred_class = my_classes[result.mean(axis=0).argmax()]\n",
+        "print(f'The main sound is: {inferred_class}')"
       ]
     },
     {
@@ -806,16 +806,16 @@
         "scores, embeddings, spectrogram = yamnet_model(waveform)\n",
         "class_scores = tf.reduce_mean(scores, axis=0)\n",
         "top_class = tf.argmax(class_scores)\n",
-        "infered_class = class_names[top_class]\n",
+        "inferred_class = class_names[top_class]\n",
         "top_score = class_scores[top_class]\n",
-        "print(f'[YAMNet] The main sound is: {infered_class} ({top_score})')\n",
+        "print(f'[YAMNet] The main sound is: {inferred_class} ({top_score})')\n",
         "\n",
         "reloaded_results = reloaded_model(waveform)\n",
         "your_top_class = tf.argmax(reloaded_results)\n",
-        "your_infered_class = my_classes[your_top_class]\n",
+        "your_inferred_class = my_classes[your_top_class]\n",
         "class_probabilities = tf.nn.softmax(reloaded_results, axis=-1)\n",
         "your_top_score = class_probabilities[your_top_class]\n",
-        "print(f'[Your model] The main sound is: {your_infered_class} ({your_top_score})')"
+        "print(f'[Your model] The main sound is: {your_inferred_class} ({your_top_score})')"
       ]
     },
     {