Increasingly sophisticated cybersecurity risks are prompting a shift toward enhanced safe authentication methods. Speech biometrics is emerging as a viable answer , providing a individual and easy way to authenticate a user's who they are. Unlike traditional passwords, which are vulnerable to phishing , voiceprints are difficult to copy , creating