I got a bonus question... Is there a good end-to-end voice conversation solution? I'd like to try something which directly processes the audio and returns audio, rather than the whole pipeline with vad -> stt -> llm -> tts
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I haven't followed that closely lately, but KoljaB on github had some interesting repos. Also 'livekit' is new and afaik creates an audio agent. No personal experience though..
Nice, that's quite an assortment of random stuff from speaker diarization to full-blown virtual assistants with avatars. Probably worth having a look when tinkering around with Python and AI. By the way, Livekit is a WebRTC video conferencing toolkit. I didn't know they had AI agents in there. Guess I can build my own callcenter now. Or the AI granny (Youtube), I've always wanted something like that answer my landline calls. 😆
Kobold.CPP has pretty good TTS model integration I used OuteTTS model when I played around with it but theres also API integration with commercial ones like kokoro.
However, I'm no sure if its able to stream to a TTS model as the llm is generating when I tried it just waited till after output to send to voice model you may need to do some documentation reading to see if real time streaming is possible if you go that route.
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