To turn the captions on/off, simply navigate to the editor, click on the caption tab, and the caption settings will appear. You can either turn it off on the screen or from the right panel.
Unfortunately, for Older Aurora Avatars generations, captions are not automatically generated through the process of creating a video via Aurora Avatar. But you can add them after generating the video.
Here's a tutorial on how to do it.