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Voice & Multimodal AI

Real-Time Voice AI: Sub-300ms Full-Duplex Speech-to-Speech Architecture

Architecting full-duplex conversational voice agents with Faster-Whisper, vLLM, and WebRTC streaming for human-grade sub-300ms latency.

Venkatesh Iyer Lead Real-Time Voice & WebRTC Engineer
August 08, 2026
14 Min Read
Peer-Reviewed
Real-Time Voice AI: Sub-300ms Full-Duplex Speech-to-Speech Architecture
<280ms
Total Audio Latency
100%
Full-Duplex Interruption
50 Tokens/s
vLLM Streaming
Executive Architecture Takeaway: Learn how to construct real-time voice AI agents capable of full-duplex conversational speech, dynamic interruption handling, and sub-300ms roundtrip audio latency.

1. The Sub-300ms Perceptual Latency Barrier

In human speech conversation, turn-taking delays above 300ms feel unnatural and awkward. Traditional sequential voice stacks (STT -> REST API LLM -> TTS) accumulate over 1,200ms of roundtrip latency.

To achieve true conversational fluidness, InexpensiveCoders builds Full-Duplex WebRTC Streaming Engines that process audio chunks concurrently across Faster-Whisper STT, vLLM Speculative Tokens, and Streaming XTTS v2 speech synthesis.

Sub-300ms Voice Directives
  • WebRTC PCM Audio Streaming: Eliminates HTTP POST overhead with bi-directional WebSockets
  • Chunked Audio VAD: Dynamic Silero Voice Activity Detection cuts silence processing overhead
  • Barge-In Interrupt Protocol: Instantly cancels ongoing TTS generation when user speaks mid-sentence

2. Real-Time Full-Duplex Latency Breakdown

Voice Stack Component Traditional REST Stack InexpensiveCoders WebRTC Pipeline
Speech-to-Text (STT) 350 ms (Whisper API) 85 ms (Faster-Whisper CTranslate2)
LLM First Token (TTFT) 450 ms (GPT-4) 65 ms (vLLM Llama-3 8B)
Text-to-Speech (TTS) 500 ms (ElevenLabs API) 110 ms (Chunked Streaming XTTS)
Total Roundtrip Latency 1 300 ms 260 ms (Sub-300ms Human SLA)
Venkatesh Iyer
Lead Real-Time Voice & WebRTC Engineer • InexpensiveCoders

Specializes in sub-300ms speech-to-speech audio streaming pipelines, WebRTC full-duplex agents, and Voice Activity Detection.

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