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Dhwani - Your Kannada Speaking Voice Buddy
Overview
Dhwani is a self-hosted GenAI platform designed to provide voice mode interaction for Kannada and other Indian languages.
Research Goals
- Measure and improve the Time to First Token Generation (TTFTG) for model architectures in ASR, Translation, and TTS systems.
- Develop and enhance a Kannada voice model that meets industry standards set by OpenAI, Google, ElevenLabs, xAI
- Create robust voice solutions for Indian languages, with a specific emphasis on Kannada.
Project Video
Dhwani - Intoduction to Project
Models and Tools
The project utilizes the following open-source tools:
| Open-Source Tool | Source Repository |
|---|---|
| Automatic Speech Recognition : ASR | ASR Indic Server |
| Text to Speech : TTS | TTS Indic Server |
| Translation | Indic Translate Server |
| Document Parser | Indic Document Server |
| Dhwani Server | Dhwani Server |
| Dhwani Android | Android |
| Large Language Model | LLM Indic Server |
Features
| Feature | Description | Components |
|---|---|---|
| Kannada Voice AI | Provides answers to voice queries using a LLM | LLM |
| Text Query | Allows querying text data for specific information. | LLM |
| Voice to Text Translation | Converts spoken language to text and translates it. | ASR, Translation |
| PDF Translate | Translates content from PDF documents. | |
| Text to Speech | Generates speech from text. | TTS |
| Voice to Voice Translation | Converts spoken language to text, translates it, and then generates speech. | ASR, Translation, TTS |
| Answer Engine with Translate | Provides answers to queries with translation capabilities. | ASR, LLM, Translation, TTS |
Contact
- For any questions or issues, please open an issue on GitHub or contact us via email.
- For collaborations
- Join the discord group - invite link
- For business queries, Email : info (at) slabstech (dot) com
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