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Real time

Real time

What does it mean, real time?

Real time refers to processing or responding to data instantly or with minimal delay as events occur. In voice AI, it means a caller's audio is captured, enhanced, transcribed, reasoned over, and spoken back fast enough that the conversation feels natural, typically under a few hundred milliseconds end-to-end.

What is an example of real time processing?

A voice agent handling a customer support call runs in real time: incoming audio is enhanced and transcribed as the caller speaks, a language model decides how to respond, and a TTS voice replies within a fraction of a second, closely mirroring the feel of a human phone call. Live noise suppression on an online call works the same way, cleaning up the speaker's voice with no perceptible lag.

How does real time work?

Real-time systems use low-latency processing pipelines that can analyze and modify data as it is captured, avoiding buffering delays.

How does ai-coustics work real time?

Real time is the foundation of everything we build at ai-coustics. Our Quail family of speech enhancement models runs with ultra-low latency alongside ASR and voice agents in pipelines like LiveKit and Pipecat, partially thanks to our own inference engine AirTen.

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Bring real-time audio intelligence into your voice AI stack

Bring real-time audio intelligence into your voice AI stack