That's how hearing people learn to read. But even then it does not follow that they continue to sound words out or play back the audio in their head after they become proficient. In fact, one of the hallmarks of a proficient reader vs a beginner is that the former no longer needs to sound words out. They can just look at a word and recognize it more or less immediately.
It's definitely not "generally", it's not even a supermajority.
> Some estimates suggest that as much as 50% or more of the population subvocalizes when reading, especially during their early years of reading development. However, with practice and improved reading skills, many individuals can reduce the extent of subvocalization and increase their reading speed.
To chime in, I don't, but yes, it's my understanding that for many people the "voice in their head" instead metaphorical at all.
I was always under the impression that the internal narration used in visual media (e.g. the Dexter opening sequence comes to mind [1]) was taking a dramatic license, but it's apparently some people's lived experience.