Expanding complex cybersecurity dangers are prompting a shift toward enhanced protected verification methods. Speech biometrics is rising as a promising solution , providing a distinctive and easy way to authenticate a user's who they are. Unlike traditional passwords, which are vulnerable to theft , voiceprints are challenging to copy , making a