Whisper Processing AWS Stack
This is a full-stack processing pipeline for transcribing voice data using Whipser model.
It is built on top of AWS services, including S3, OpenSearch, Lambda, Step Functions, and Batch.
Development
Lambdas
We use AWS Chalice to develop lambdas.
Batch
The batch jobs are just plain-old Docker containers.
Deployment
We use AWS CDK to manage and deploy the entire stack.
Step Functions
The step function definitions are in infrastructure/stacks/processing_stack.py. Please make sure to edit based on Step Functions documentation.
Create ECR repositories
make deploy stack="whisper-processing-aws-ecr"
Deploy Lambda Docker Image
make build-lambdas
Deploy the Stack
make deploy stack="whisper-processing-aws-stack"