Tag: VAD

3 articles

• LLM Real-Time Voice Input in Production: Low-Latency Recognition with VAD Segmentation, Partial/Final Reconciliation, and Audio Contracts

  Real-time voice applications face challenges beyond model accuracy. This article systematically breaks down how to build an observable, rollback-capable low-latency speech recognition pipeline—from audio format contracts and VAD segmentation strategies to Partial/Final state reconciliation, timestamp replay, and real-world noise evaluation. Designed for LLM, generative AI, and real-time Agent practitioners.

  07/13/2026 LLM / real-time voice / speech recognition / VAD / production engineering / Agent / RAG

• LLM Realtime Voice Agent in Production: Building Stable Conversations with WebRTC, VAD, and Barge-In Recovery

  A practical guide to productionizing real-time voice agents with LLMs, covering WebRTC audio transport, VAD endpoint detection, barge-in recovery, transcription buffering, tool call confirmation, human handoff, and a pre-launch checklist.

  07/06/2026 LLM / Voice Agent / WebRTC / Realtime API / VAD / Barge-In / Production

• Voice Agent in Production: Stabilizing Speech LLM Experiences with Streaming ASR, VAD, and Segmented Context

  A deep dive into the real-time pipeline for speech LLM applications from an engineering perspective, covering how to coordinate streaming ASR, VAD, segmented context, LLM inference, and TTS to reduce end-to-end latency and maintain semantic boundaries in long conversations.

  07/02/2026 Voice Agent / Streaming ASR / VAD / LLM Engineering / Realtime AI / Speech LLM