The new iOS 14.7 developer beta adds transcripts to the Apple Podcasts app. Transcripts are automatically generated for all new podcast episodes, and Apple will slowly add transcripts to its backlog of old podcasts. If necessary, podcasters can upload custom transcripts or edit their auto-generated transcripts.
Source : Apple Podcasts Will Automatically Generate Transcripts