Speaker Recognition System Implementation
This MATLAB-based code implements speaker recognition using Vector Quantization (VQ) algorithm for voice pattern analysis and identification.
Linde, Buzo, and Gray (LBG) Proposed a Training Sequence-Based VQ Design Algorithm
Linde, Buzo, and Gray (LBG) introduced a vector quantization design algorithm using a training sequence, eliminating the need for complex multi-dimensional integration. The LBG algorithm operates iteratively, processing extensive vector sets—typically through clustering techniques like k-means—in each cycle to optimize codebook generation.
Automated Speech Signal Recognition System
Automated speech signal recognition featuring MATLAB GUI interface with implementation of three core algorithms: Dynamic Time Warping (DTW), Vector Quantization (VQ), and Hidden Markov Models (HMM)