Apr 16, 2026 · Artificial Intelligence

How to Turn FunASR into a Production‑Ready Real‑Time Speech Platform: From Single‑Node Demo to Million‑Scale Architecture

This article explains how to evolve FunASR from a simple demo into a production‑grade, low‑latency, high‑concurrency streaming speech‑recognition system by addressing model inference, session state, scaling layers, Kubernetes deployment, monitoring, and common pitfalls for real‑world use cases such as call‑center quality inspection.

FunASRProduction ArchitectureReal-time Speech Recognition

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How to Turn FunASR into a Production‑Ready Real‑Time Speech Platform: From Single‑Node Demo to Million‑Scale Architecture

Tencent Tech

Apr 18, 2023 · Artificial Intelligence

How Tencent’s Zixiao AI Chip Supercharges Real‑Time Meeting Subtitles

Tencent’s home‑grown Zixiao AI inference chip, combined with the LightRuntime engine, dramatically reduces latency and cost for real‑time subtitles in Tencent Meeting, handling tens of thousands of concurrent audio streams while meeting sub‑second delay requirements through hardware‑software co‑optimizations and mixed‑precision model tuning.

Hardware accelerationReal-time Speech RecognitionTencent Meeting

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How Tencent’s Zixiao AI Chip Supercharges Real‑Time Meeting Subtitles