Because audio tweets are a thing now, you should be ready to add captions! Here's what I do:

- Use Aegisub (or some other caption editor): aegisub.org
- Make a caption file, export it as .SRT
- Tweet
- Go to studio.twitter.com
- Upload your .SRT to your tweet!