As technology rapidly evolves, the financial sector adapts to innovative solutions to enhance security and customer experience. Among these advancements, voice biometrics has emerged as a promising method for securing transactions in banking. By analyzing an individual's unique vocal characteristics, voice biometrics provides a secure and convenien