Increasingly complex cybersecurity threats are driving a shift toward enhanced safe verification methods. Voice recognition is rising as a promising solution , delivering a individual and convenient way to verify a user's identity . Unlike standard passwords, which are susceptible to phishing , voiceprints are hard to copy , creating a significant