Voice Print Authentication for Caller Identity Verification
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Solution Overview
Problem
Current authentication methods for callers in financial institutions are inadequate as they rely on easily accessible information, leading to potential unauthorized access and increased operational costs due to the need for repetitive questioning.
Innovation Solution
A system that uses voice recognition to authenticate callers by obtaining and comparing voice prints, calculating initial scores and confidence intervals to determine authentication, thereby reducing reliance on easily compromised information and streamlining the authentication process.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional authentication methods asking identifying information are used, then authentication can be performed, but the information is easily accessible and can be compromised by fraudulent callers
Solution Approach 1:
The patent replaces traditional mechanical/question-based authentication with acoustic/voice-based authentication. The system captures voiceprints of callers and compares them against stored voice profiles to authenticate identity, substituting the mechanical process of answering questions with acoustic pattern recognition that is much harder to replicate fraudulently.
2Reliability
If multiple identifying questions are asked to enhance security, then authentication accuracy improves, but call center operational costs increase due to time consumption
Solution Approach 1:
The voiceprint authentication system performs self-service authentication automatically without requiring manual intervention from call center operators. The system independently captures, processes, and verifies voiceprints, freeing operators from repetitive authentication tasks and improving overall call center productivity while maintaining high authentication accuracy.
Solution Approach 2:
The patent replaces the manual mechanical process of operators asking and listening to answers with automated acoustic pattern recognition. The system automatically captures voiceprints, compares them against stored profiles, and makes authentication decisions without human intervention, significantly reducing the time operators would spend on each authentication interaction.
3Reliability
If voice recognition is used for authentication, then security is enhanced and repetitive questioning is reduced, but the system complexity increases
Solution Approach 1:
The patent implements a universal voiceprint authentication system that can be applied across multiple authentication scenarios and customer interactions. The same voice capture and comparison mechanism serves various authentication needs (account access, transaction verification, customer service authentication), making the system versatile and justifying the added complexity through multi-functional utility.
Applied Scientific Principles
This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.
Function Achieved in This Case
This approach enhances security by accurately identifying authorized callers while minimizing the need for repetitive questioning, thus reducing operational costs and customer frustration.
Implementation Method 1
obtain a voice print from the caller
Data Source
AI summary
Systems and methods for authenticating callers are disclosed that may obtain identifying data and a voice print, and compare the voice print to one or more stored voice prints. Further, one or more initial scores may be calculated based on the data and the comparison, and a confidence interval score may also be calculated. The systems and methods may determine whether to authenticate based on the one or more initial scores and the confidence interval score.