Inspiration
Our journey with language learning in class and on apps revealed their limitations—rote memorization and the absence of real-life conversations. Other language learners I met through Toastmasters Club, a public speaking club, echoed the same sentiment. Recognizing the importance of practical speaking skills and interactive learning, we set out to create DialogixAI, a platform that simulates conversational experiences with AI, making language learning more natural, engaging, and effective.
What It Does
DialogixAI bridges the gap between short phrases or words learned on other language platforms and real-life conversations by enabling users to engage in voice-based conversations with an AI. The AI bot listens, responds, and provides instant feedback on grammar and expression for the user. This real-time feedback enhances speaking skills and boosts confidence.
How We Built It
Leveraging cutting-edge AI technologies, including large language models (LLMs), DialogixAI processes user speech, generates contextually relevant responses, and evaluates language use for constructive feedback. We utilized open-source libraries and APIs, ensuring robust performance and accelerating development.
Challenges We Ran Into
Developing an AI that can handle the nuances of human language, including accents, slang, and idiomatic expressions, was challenging. Ensuring the AI's responses feel natural and engaging required intricate integration. Technical hurdles surfaced in seamlessly combining various AI components and ensuring global scalability and accessibility.
Accomplishments That We're Proud Of
We're proud of our clean UI and conquering the complexities of integrating the AI component into our web app.
What We Learned
This project deepened our understanding of AI's educational potential. We gained insights into language processing complexities and the importance of user experience design in educational technologies. The journey taught us teamwork, problem-solving, and the iterative design and development process.
What's Next for DialogixAI
Looking ahead, we aim to expand DialogixAI's capabilities to include more languages and dialects, making it accessible to a broader audience. We also plan to include an AI generated human avatar to simulate the interaction with a human in the future.
Built With
- elevenlabs
- javascript
- llm
- openai
- python
- react
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