"OK Aura, Be Fair With Me": Demographics-Agnostic Training for Bias Mitigation in Wake-up Word Detection

Researchers develop training techniques for voice assistant wake-word detectors that achieve fairness across demographic groups without explicitly using demographic labels, addressing a critical bias issue in always-listening devices.