Most AI translation tools rely on cloud services.
Audio leaves your device, gets processed somewhere else, and comes back translated.
We wanted to explore a different approach.
PolyTalk is an open-source translation platform built around the idea that speech recognition, translation, and speech synthesis can be powered by open models and deployed on infrastructure you control.
The project combines open-source components for transcription, translation, and TTS into a privacy-first workflow.
Curious how others in the open-source AI community think about privacy and ownership when it comes to AI-powered communication tools.
That’s a fair point. A good user experience usually comes from the engineering around the model, not just the model itself.
The AI gets most of the attention, but things like latency, workflow design, context handling, and reliability often make the difference between something people try once and something they actually use.