Voice biometric authentication has emerged as a leading the field of security. By analyzing unique characteristics within an individual's voice, this technology confirms identity with remarkable accuracy. Leveraging advanced analytical techniques, voice biometrics can detect subtle variations in pitch, tone, and cadence to distinguish genuine users