Improve public speaking skills using a generative AI-based virtual assistant with Amazon Bedrock
Machine Learning Blog
This article presents a generative AI-based virtual assistant solution built with Amazon Bedrock for improving public speaking skills. The solution transcribes speech audio, analyzes it for language use and grammar, provides feedback and curated speech versions, and sends recommendations via email.
Specifically, the article covers:
- Overview of the solution architecture using AWS services like Amazon Cognito, Streamlit, Amazon Transcribe, Amazon Bedrock, Step Functions, and Amazon SNS
- Step-by-step instructions to deploy the solution using AWS CDK
- Creating an Amazon Cognito user and subscribing to SNS for email notifications
- Running the Streamlit application as the web portal and using the virtual assistant
- Optimizing the solution for functionality, accuracy, cost, and security best practices
- Conclusion highlighting the benefits of the virtual assistant for public speaking skills
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