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Real-time voice pipelines: the latency budget, turn-taking and streaming

Architect a voice assistant: the cascaded ASR to LLM to TTS pipeline versus speech-to-speech models, a worked 1,030 ms latency budget, voice activity detection and endpointing, barge-in, streaming at every stage, transport (WebRTC), and testing.

17 minยทVerified 2026-11Pro+50 XP

A voice conversation feels natural only if the assistant starts answering within roughly a second of the user finishing. That requires treating the pipeline as a real-time system with a budget.

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