Inspiration
The inspiration behind Vox Bridge was the noticeable gap in effective communication between different communities, especially in areas with limited access to the internet or modern communication tools. We noticed that despite the vast technological advancements, a significant portion of the Indian population still struggles with being heard and connected. This realization propelled us to create a solution that bridges these communication barriers, ensuring everyone has a voice. Also, since this is a totally open source project, it does not require any internet connection post-installation.
What it does
Vox Bridge is a communication platform that leverages low-bandwidth technology to enable seamless voice and message exchanges across India. It is designed to work in areas with no internet connectivity, allowing users to transcribe voice messages, translate texts.
How we built it
We built Vox Bridge using a combination of open-source technologies only. We used python as our programming language for this project. We used pre-trained models for transcribing and translating. We used vosk framework to transcribe it and use argostranslate to translate the transcription to desired language. Currently supported ones are Hindi to English.
Challenges we ran into
One of the main challenges was optimizing voice data compression without compromising quality, especially when operating over extremely low-bandwidth connections. Additionally, ensuring the platform's accessibility across different devices and infrastructures required innovative integration techniques. Another significant challenge was navigating the various regulatory and compliance requirements across different regions, ensuring that Vox Bridge adheres to global standards.
Accomplishments that we am proud of
We are particularly proud of developing an open-source platform that can genuinely impact people's lives by providing a vital communication link where it's most needed.
What we learned
We gained insights into the complexities of global communication networks and the significance of inclusivity and accessibility in technology development. The challenges we faced taught us resilience. We were able to explore a completely different side of programming which might pave our way for future.
What's next for Vox Bridge
Improve Accuracy. Add support for multiple languages. Make vox a global python package. Provide better Documentations and presentations. Redesign UI for webapp. Reduce time for proccessing by further optimizations.
Extra:
This was a project originally created for a hackathon by Indian government that aims to enhance the DARPG (grieviance) portal.
Built With
- ai
- argostranslate
- ffmpeg
- flask
- machine-learning
- python
- vosk
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