Hardening In-Cabin Voice Biometrics Against Acoustic Replay Attacks

Engineering throat microphone fusion and beamforming neural nets to eliminate spoofed audio commands.

Spatial Sound Source Localization

Ensuring the vehicle accepts commands only if the voice originates from the calibrated physical seat of the authorized driver.