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Are bad captions better than no captions?
AI-based captioning software is becoming more prevalent thanks to pandemic WFH. But do the people who need them most find them helpful?

Authors note: Because of Medium’s refusal to address its accessibility issues for both authors and readers, I’ve moved my last three years of blogs to Substack. Please sign up there for notices of all new articles. Also, I will be updating older articles (like this one) and the updates will only be published on Substack. Thank you for your continued readership and support.
In the first part of this article, I explored whether bad image descriptions were better than no image descriptions. After consulting with many blind users, I didn’t find a single one who said they would rather have bad image descriptions.
Now I’m applying the same question in the context of captioning — are bad captions better than no captions at all?
I don’t have to go far to find real-life experience. My daughter has a moderately severe bilateral congenital hearing loss. I have an acquired autoimmune hearing loss and a wicked case of tinnitus from decades of NSAID use because of my arthritis. Because I worked as an advocate for people with hearing loss for almost a decade, many of my friends (or their children) have hearing loss.
There are two forms of captioning:
- Live captioning, otherwise known as CART (Communication Access Realtime Translation). This involves someone live interpreting and typing the audio stream, using a court reporting-like interface to keep up real-time with what is being spoken.
- Automatic captions, usually AI-based, where software interpreted the speech and outputs to the audio stream.
For someone like me, captions help. They aren’t critically essential, but I know after a day of 7 hours of zoom calls, if I don’t have captions, I probably have a headache at the end of the day and go to bed early. I am also guaranteed to have missed at least one point per meeting. What I miss ranges from subtle to really important. Captions also benefit more visual learners than auditory learners (I am also one of those people).