Speaker Recognition and Verification System
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Resource Overview
A MATLAB-based speaker recognition and verification system implementing voiceprint identification algorithms, providing valuable reference code for studying biometric voice recognition technologies.
Detailed Documentation
This text describes a speaker recognition and verification system implemented using MATLAB. The system performs speaker identification (determining who is speaking) and verification (confirming a claimed identity) through voiceprint analysis. The implementation typically involves feature extraction using Mel-Frequency Cepstral Coefficients (MFCCs), Gaussian Mixture Models (GMMs) for speaker modeling, and pattern matching algorithms for comparison. Researchers can study this reference code to understand key aspects of voice biometrics, including signal preprocessing, feature dimension reduction, and classification techniques specific to speaker recognition applications.
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