Just think of how often you have really read the video transcript of the wbf videos .... probably, hardly ever you do - they're basically for the search engines, to be able to index your video according to the content you're talking about.
By the way, as transcripts are usually "spoken language", by transcribing podcasts you cover tons of search phrases you wouldn't normally publish in an article - but these are phrases people DO use when searching.