Growing complex digital security dangers are prompting a shift toward enhanced secure authentication methods. Voice biometrics is emerging as a viable solution , delivering a distinctive and easy way to verify a user's persona . Unlike traditional passwords, which are vulnerable to phishing , voiceprints are hard to duplicate, ensuring a remarkabl