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)
HMM (Hidden Markov Model) MATLAB Algorithm Code Implementation
MATLAB implementation of HMM (Hidden Markov Model) algorithms including parameter estimation and sequence decoding
Speech Recognition Using Hidden Markov Models (HMM) with Implementation Details
A comprehensive guide to implementing speech recognition systems using Hidden Markov Models, covering data preprocessing, model training, feature matching, decoding, and optimization techniques with code-related explanations.
HMM Initial Recognition Estimation
HMM initial recognition estimation with compact implementation, ideal for learning Hidden Markov Model applications in speech processing with minimal code complexity.
Isolated Word Speech Recognition Based on Hidden Markov Models (HMM)
HMM-based isolated word speech recognition implementation featuring personalized voice recordings and key algorithmic components
MATLAB Implementation of Hidden Markov Models for Isolated Word Speech Recognition
A MATLAB-based Hidden Markov Model implementation approach for isolated word speech recognition, featuring feature extraction, model training, and pattern recognition algorithms
HMM Speech Recognition Source Code Package
A comprehensive MATLAB package for Hidden Markov Model (HMM) implementation, originally discovered during HMM research. This well-structured code provides practical examples for HMM training, recognition, and evaluation algorithms, making it an excellent educational resource for understanding HMM fundamentals and applications in speech processing.
MATLAB Implementation of Speech Recognition with HMM and DTW Algorithms
MATLAB code for speech recognition including test audio samples, featuring implementation of both HMM (Hidden Markov Model) and DTW (Dynamic Time Warping) methods with detailed algorithm explanations and practical applications.
Speech Recognition Using MATLAB with Hidden Markov Model Implementation
MATLAB source code for a complete HMM-based speech recognition system featuring feature extraction, model training, and pattern recognition algorithms
Continuous Speech Recognition Using HMM and MATLAB Implementation
HMM-based continuous speech recognition system featuring Markov MVoiceRecognia MATLAB source code for algorithm deployment and signal processing.