This month, Dr. Ghosh discussed voice as a personal biometric marker that conveys identity, emotion, and intent, while also posing privacy risks in audio-driven technologies. The talk covered key topics like feature extraction, speaker recognition, and voice synthesis, highlighting how identity is decoded from audio. Dr. Ghosh also addressed the challenges of anonymizing voice data without losing its utility, emphasizing the need to balance innovation with privacy.