Merge branch 'main' into add-rtfx-metrics

Author: Deep-unlearning

chapters/en/chapter4/fine-tuning.mdx

@@ -440,7 +440,7 @@ num_train_epochs = 10
 
 training_args = TrainingArguments(
     f"{model_name}-finetuned-gtzan",
-    evaluation_strategy="epoch",
+    eval_strategy="epoch",
     save_strategy="epoch",
     learning_rate=5e-5,
     per_device_train_batch_size=batch_size,

chapters/en/chapter7/voice-assistant.mdx

@@ -261,7 +261,7 @@ def transcribe(chunk_length_s=5.0, stream_chunk_s=1.0):
         if not item["partial"][0]:
             break
 
-    return item["text"]
+        return item["text"]
 ```
 
 Let's give this a go and see how we get on! Once the microphone is live, start speaking and watch your transcription