Multilingual Text-to-Speech (TTS) Application
Jonathan Nkrumah
Published
0
The project is a cutting-edge multilingual text-to-speech and translation application powered by AWS AI services. Users can convert text into natural-sounding speech and translate text across 11 languages, breaking language barriers effortlessly. Built with a serverless, scalable architecture, this application combines translation and TTS for a seamless multilingual experience.
Hereโs what makes this project special:
๐ Key Features:
- 11-Language Support: English, French, German, Spanish, Italian, Portuguese, Japanese, Korean, Arabic, Russian, and Dutch
- Neural Text-to-Speech: Amazon Polly integration with natural-sounding voices
- Real-time Translation: Amazon Translate with auto language detection via Amazon Comprehend
- Secure Authentication: Amazon Cognito (JWT) with full sign-up, email verification, and password reset
- Responsive UI: Modern React 19 frontend with Tailwind CSS
๐ Architecture:
- Serverless Backend: API Gateway โ AWS Lambda (Python 3.9) โ S3 (audio via presigned URLs)
- Language Intelligence: Normalize locale codes and pick best-supported Neural voices; detect language with Comprehend
- Observability: CloudWatch dashboards and custom metrics
- Security: Cognito Advanced Security Mode, least-privilege IAM, CORS, and KMS-encrypted config
๐ Infrastructure & Delivery
- IaC: Terraform for Cognito, API Gateway, IAM, S3, dashboards
- CI/CD: GitHub Actions for frictionless backend packaging and frontend deploys
- Automation: Bash scripts for Lambda packaging and S3 website updates
๐ Tech Stack:
- Frontend: React 19, Tailwind CSS, Amazon Cognito SDK
- Backend: AWS Lambda, Python, boto3 (Polly, Translate, Comprehend)
- Infrastructure: Terraform, S3, CloudFront, IAM, KMS
- AI Services: Amazon Polly, Amazon Translate, Amazon Comprehend
- DevOps: GitHub Actions, AWS CLI
๐ Business Impact: This solution addresses real-world communication challenges by providing:
- Instant multilingual communication for global teams
- Accessibility features for content creators
- Educational tools for language learning
- Professional-grade audio generation for presentations
- Serverless scale with minimal ops overhead
๐ Security & Scalability:
- End-to-end encryption with AWS KMS
- Least-privilege IAM roles and API throttling
- Auto-scaling serverless architecture
- Robust error handling and monitoring
Repository: https://www.twine.net/signin