Yeah, I was a bit lazy...I could have used moviepy (which I currently use, but merely as a wrapper around ffmpeg) to add subtitles to show which identified word was identified...I&#x27;m hoping to make this into a command-line tool for myself to quickly transcribe things...though making supercuts is just a fun way to demonstrate the concepts.<p>The important takeaway is that the Watson API parses a stream of spoken audio (other services, such as Microsoft&#x27;s Oxford, works only on 10-second chunks, i.e. optimized for user commands) and tokenizes it...what you get is a timestamp for when each recognized word appears, as well as a confidence level and alternatives if you so specify. Other speech-transcription options don&#x27;t always provide this...I don&#x27;t think PocketSphinx does, for example. Or sending your audio to a mTurk based transcription service.<p>Here&#x27;s a little more detail about The Wire transcription, along with the JSON that Watson returns, and a simplified CSV version of it:<p><a href="https:&#x2F;&#x2F;github.com&#x2F;dannguyen&#x2F;watson-word-watcher&#x2F;tree&#x2F;master&#x2F;examples&#x2F;the-wire-season-1-ep-4" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;dannguyen&#x2F;watson-word-watcher&#x2F;tree&#x2F;master...</a>