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Many individuals struggle to improve their spoken English due to limited access to personalised coaching and interactive practice tools. Existing solutions often fail to provide real-time feedback, tailored corrections, and customised learning experiences. This gap in the market led to the creation of SpeakWell, which offers an affordable and engaging alternative to traditional language learning approaches.
SpeakWell addresses these challenges with its step-by-step English-speaking assessment system. It evaluates users' responses in real time and offers feedback on pronunciation, vocabulary, and grammar. The app utilises Azure TTS (Text-to-Speech) and STT (Speech-to-Text) technologies for accurate voice recognition and provides AI-driven corrections that guide users through effective practice sessions.
Designed for beginners to advanced levels, providing real-time assessments at each stage.
Simulated conversations help users practice speaking practically and engagingly.
Immediate corrections with detailed explanations to help users understand mistakes and learn from them.
Comprehensive analysis that includes pronunciation scores, vocabulary usage, and improvement tips.
Seamless interaction using Azure TTS and STT models to create natural conversations.
Optimised backend that ensures real-time responsiveness and smooth performance.
FastAPI, a modern web framework, is used to build a robust and scalable backend.
Azure TTS and STT models facilitate natural language interaction and real-time speech-to-text processing.
Celery, along with Redis, handles tasks like feedback generation and speech analysis efficiently.
The backend has been fine-tuned to tackle latency, ensuring smooth performance under high load.
Custom algorithms and AI-driven prompts cater to personalised learning paths.
The SpeakWell application is hosted on Azure Cloud Services, providing scalability, security, and seamless integration with Azure AI models. This ensures a reliable and scalable infrastructure that supports the app’s real-time functionalities.
The development team behind SpeakWell includes:
The SpeakWell application is actively monitored to ensure optimal performance and user satisfaction. Periodic updates are planned to enhance AI models, fix technical glitches, and add new features. Tasks like feedback generation and speech analysis are continuously optimised to meet evolving user requirements, ensuring the app remains effective and user-friendly. Regular user feedback plays a key role in guiding the development and maintenance efforts.
This success story of SpeakWell demonstrates how advanced AI and cloud technologies can be leveraged to build a practical, accessible, and engaging language learning solution that truly meets the needs of modern users.