Ask HN: Why don't we use subtitled films/tv to train speech recognition? 15 years ago
Google is doing something comparable with Google Voice and Search recognition transcriptions, inviting corrections both manually and by using similar techniques to spell correct in text search.
I suspect a lack of data is not the biggest challenge in improving speech recognition