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

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129. Lambda Provisioned Concurrency

129. Lambda Provisioned Concurrency

In this episode, we discuss AWS Lambda provisioned concurrency. We start with a recap of Lambda cold starts and the different concurrency control options. We then explain how provisioned concurrency w...

22 Aug 202422min

128. Writing a book about Rust & Lambda

128. Writing a book about Rust & Lambda

In this episode, we discuss Luciano's new book project on using Rust to write AWS Lambda functions. We start with a recap on why Rust is a good fit for Lambda, including performance, efficiency, safet...

25 Juli 202426min

127. Which Load Balancer should you use?

127. Which Load Balancer should you use?

An overview of load balancers, explaining how they distribute traffic across multiple servers and provide high availability. We discuss layer 4 and layer 7 load balancers, detailing their pros and con...

11 Juli 202424min

126. Bastion Containers

126. Bastion Containers

This episode discusses solutions for securely accessing private VPC resources for debugging and troubleshooting. We cover traditional approaches like bastion hosts and VPNs and newer solutions using c...

27 Juni 202413min

125. A first look at CloudFront Hosting Toolkit

125. A first look at CloudFront Hosting Toolkit

In this episode, we discuss the newly announced CloudFront Hosting Toolkit from AWS. We provide an overview of the tool, which aims to simplify deploying modern front-end applications to AWS while ret...

13 Juni 202433min

124. S3 Performance

124. S3 Performance

In this episode, we discuss some tips and tricks for optimizing performance when working with Amazon S3 at scale. We start by giving an overview of how S3 works, highlighting the distributed nature of...

30 Maj 202420min

123. What do you need to know about DynamoDB?

123. What do you need to know about DynamoDB?

In this episode, we provide a comprehensive overview of DynamoDB, including how it compares to relational databases, when to use it, how to get started, writing and querying data, secondary indexes, a...

16 Maj 202435min

122. Amazing Databases with Aurora

122. Amazing Databases with Aurora

In this episode, we provide an overview of Amazon Aurora, a relational database solution on AWS. We discuss its unique capabilities like distinct storage architecture for better performance and faster...

2 Maj 202428min

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