AWS Bites

63. How to automate transcripts with Amazon Transcribe and OpenAI Whisper


Listen Later

We built a Step Function that allows us to generate high-quality transcripts for AWS Bites podcast!

After evaluating different approaches and technologies we ended up using Amazon transcribe and OpenAI whisper. They both have their pros and cons but combined together they gave us everything we were looking for with quite a good degree of accuracy!

In this episode, we describe our use case, our research, and how eventually we did go about productionizing our final solution.

If you run a podcast and you would like to do something similar, we have open source our solution. It's called PodWhisperer and you can find it on GitHub: https://github.com/fourTheorem/podwhisperer .

💰 SPONSORS 💰

AWS Bites is sponsored by fourTheorem, an AWS Consulting Partner offering training, cloud migration, and modern application architecture.

In this episode, we mentioned the following resources:

  • PodWhisperer on GitHub: https://github.com/fourTheorem/podwhisperer/
  • Amazon Transcribe: https://aws.amazon.com/transcribe
  • OpenAI Whisper announcement blog post: https://openai.com/blog/whisper/
  • You can listen to AWS Bites wherever you get your podcasts:

    • Apple Podcasts: https://podcasts.apple.com/us/podcast/aws-bites/id1585489017
    • Spotify: https://open.spotify.com/show/3Lh7PzqBFV6yt5WsTAmO5q
    • Google: https://podcasts.google.com/feed/aHR0cHM6Ly9hbmNob3IuZm0vcy82YTMzMTJhMC9wb2RjYXN0L3Jzcw==
    • Breaker: https://www.breaker.audio/aws-bites
    • RSS:  https://anchor.fm/s/6a3312a0/podcast/rss
    • Do you have any AWS questions you would like us to address? Leave a comment here or connect with us on Twitter:

      • https://twitter.com/eoins
      • https://twitter.com/loige
      • #AWS #speechtotext #openai

        ...more
        View all episodesView all episodes
        Download on the App Store

        AWS BitesBy AWS Bites

        • 4.6
        • 4.6
        • 4.6
        • 4.6
        • 4.6

        4.6

        11 ratings


        More shows like AWS Bites

        View all
        Software Engineering Radio - the podcast for professional software developers by se-radio@computer.org

        Software Engineering Radio - the podcast for professional software developers

        272 Listeners

        The Changelog: Software Development, Open Source by Changelog Media

        The Changelog: Software Development, Open Source

        283 Listeners

        The Cloudcast by Massive Studios

        The Cloudcast

        152 Listeners

        a16z Podcast by Andreessen Horowitz

        a16z Podcast

        1,027 Listeners

        Talk Python To Me by Michael Kennedy

        Talk Python To Me

        592 Listeners

        Software Engineering Daily by Software Engineering Daily

        Software Engineering Daily

        624 Listeners

        The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

        The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

        443 Listeners

        AWS Podcast by Amazon Web Services

        AWS Podcast

        202 Listeners

        Data Engineering Podcast by Tobias Macey

        Data Engineering Podcast

        142 Listeners

        Syntax - Tasty Web Development Treats by Wes Bos & Scott Tolinski - Full Stack JavaScript Web Developers

        Syntax - Tasty Web Development Treats

        982 Listeners

        Darknet Diaries by Jack Rhysider

        Darknet Diaries

        7,865 Listeners

        Kubernetes Podcast from Google by Abdel Sghiouar, Kaslin Fields

        Kubernetes Podcast from Google

        181 Listeners

        The AWS Developers Podcast by Amazon Web Services

        The AWS Developers Podcast

        23 Listeners

        AI + a16z by a16z

        AI + a16z

        30 Listeners

        The Pragmatic Engineer by Gergely Orosz

        The Pragmatic Engineer

        52 Listeners