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Inference Speed

What is inference speed?

Inference speed is the rate at which an AI model produces outputs after training. It’s critical for real-time audio processing.

What is an example of inference speed?

A speech enhancement model that runs faster than real time can process live audio without causing delays.

How does inference speed work?

Inference speed depends on model architecture, runtime optimizations, and hardware capabilities. Efficient models achieve high throughput even on CPUs.

How does ai-coustics use inference speed?

We design our models for high inference speed, enabling smooth real-time enhancement and rapid batch processing without quality tradeoffs. Our neural network runtime AirTen is specifically built for this purpose.