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ainewsradar.xyz · Frontier Lab
🏷️ Multimodal Systems 🕒 2026-10-01 ✍️ Alex Lin · Founder & Principal Systems Architect 📖 ~ 2580 words · 13 min read

Building Real-Time Full-Duplex Voice AI Agents: WebSockets, Gemini Live API & Sub-300ms Turn Latency

✦ Executive Research Brief · Hardware-Verified in Radar Lab ✦

An end-to-end architecture guide for low-latency full-duplex conversational voice agents. We analyze WebSocket audio framing (PCM 16/24kHz), Voice Activity Detection (Silero VAD) interruption dynamics, and sub-300ms turn-taking orchestration.

Legacy voice cascades (ASR → LLM → TTS) introduce multi-second round-trip latencies that break the conversational illusion. Modern multimodal speech APIs—such as the Gemini Live API and OpenAI Realtime API—stream audio directly over WebSockets, slashing conversational turn-taking latency below 300 milliseconds. This architectural guide implements a production-grade full-duplex client with local Silero-VAD barge-in detection.

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Author: Alex Lin (Founder & Principal Systems Architect)

Former LLM inference infrastructure engineer specializing in distributed vLLM/SGLang optimizations and autonomous terminal agent orchestration.

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