Explore MATLAB source code curated for "dtw算法" with clean implementations, documentation, and examples.
This implementation provides a comprehensive speech signal processing solution featuring DTW algorithm alongside endpoint detection, MFCC feature extraction, and dynamic time warping components, ready for direct deployment with robust code architecture.
This MATLAB-based program implements isolated word speech recognition through preprocessing, MFCC feature extraction, and DTW algorithm comparison, with potential for LabVIEW integration to enhance functionality
MATLAB implementation of DTW algorithm with executable source code requiring minimal modifications
MATLAB simulation for speech recognition with comprehensive documentation, featuring MFCC feature extraction and DTW algorithm for identifying 10 simple voice commands. Implementation includes code-level explanations of feature vector computation and pattern matching techniques.
Speech Recognition is a technology that enables machines to convert speech signals into corresponding text or commands through identification and comprehension processes. This project conducts preliminary exploration and research on isolated word recognition using the DTW (Dynamic Time Warping) algorithm. Implementation involves MATLAB-based development of isolated word speech recognition, with analysis of DTW's key characteristics and limitations, including code-level insights on pattern matching and temporal alignment techniques.
The train program performs voice template training while the test program handles recognition through template matching using Dynamic Time Warping (DTW) algorithm, achieving high recognition accuracy through iterative template refinement
MATLAB implementation of the DTW algorithm for speech recognition with corresponding test programs, including feature extraction and template matching capabilities.
A basic DTW algorithm implementation in MATLAB, successfully compiled and tested in MATLAB 6.5 environment, featuring straightforward code structure and core alignment functionality.
Dynamic Time Warping (DTW) algorithm for speech recognition with practical reference value, featuring implementation insights and pattern matching applications.
Complete MATLAB source code implementation of the Dynamic Time Warping (DTW) algorithm for time series analysis with detailed algorithmic explanations