63. How to automate transcripts with Amazon Transcribe and OpenAI Whisper
AWS Bites13 Jan 2023

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

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:

You can listen to AWS Bites wherever you get your podcasts:

Do you have any AWS questions you would like us to address? Leave a comment here or connect with us on Twitter:

#AWS #speechtotext #openai

Episoder(156)

152. Exploring Lambda Durable Functions

152. Exploring Lambda Durable Functions

AWS Lambda is fantastic for small, stateless code on demand. But when your “function” starts looking like a workflow (retries, backoff, long waits, human approvals, callbacks), classic Lambda patterns...

6 Feb 48min

151. EC2 ❤️ Lambda - Lambda Managed Instances

151. EC2 ❤️ Lambda - Lambda Managed Instances

AWS just made Lambda… less serverless. Lambda Managed Instances (Lambda MI) brings managed EC2 capacity into Lambda, and it changes the rules: environments stay warm, a single environment can handle m...

16 Jan 35min

150. Exploring All-New ECS Managed Instances (MI) Mode

150. Exploring All-New ECS Managed Instances (MI) Mode

Love AWS Fargate, but occasionally hit the “I need more control” wall (GPUs, storage, network bandwidth, instance sizing)? In this episode of AWS Bites, Eoin and Luciano put the brand-new Amazon ECS M...

28 Nov 202526min

149. Headless CMS on AWS

149. Headless CMS on AWS

We dive deep into Strapi, an open-source headless CMS that's changing how we approach content management and CRUD applications. In this episode, we explore how Strapi separates content from presentati...

18 Sep 202533min

148. Lambda and Java with Mark Sailes

148. Lambda and Java with Mark Sailes

What if “Java is too old for serverless” is the myth holding your team back in 2025?We put it to the test with Mark Sailes (ex-AWS, Java-on-Lambda expert). In this AWS Bites episode we get specific: w...

4 Sep 202546min

147. Spec coding with Kiro

147. Spec coding with Kiro

What if AWS built an IDE to rival your favorite editor? Turns out they did!In this episode of AWS Bites, we dive into Kiro, an AI centric fork of VS Code that tries to turn an empty repo and a loose i...

21 Aug 202538min

146. The AWS Product Lifecycle page

146. The AWS Product Lifecycle page

What if AWS had its own version of Killed by Google? Well… turns out it kind of does.In this episode of AWS Bites, we explore the AWS Product Lifecycle page, the official place where AWS quietly lists...

10 Jul 202515min

145. We Tried Amazon DSQL So You Don’t Have To (But You Might Want To)

145. We Tried Amazon DSQL So You Don’t Have To (But You Might Want To)

Amazon Aurora DSQL promises to bring a truly serverless experience to SQL databases. But does it actually deliver? In this episode of AWS Bites, we put Aurora DSQL to the test. We explore what makes i...

26 Jun 202528min

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