
Understand the complete AI microphone hardware chain—from MEMS microphone and acoustic port to DSP, arrays, wireless transport and model-ready audio validation.

AI voice performance begins before the model. This engineering guide explains how microphone geometry, filtering, beamforming, echo cancellation, gain control, voice detection and wake-word processing work together—and what teams should measure on target hardware.