Computing Short-Term Energy of Audio Signals
Calculate short-term energy and zero-crossing rate of audio signals, then perform voice activity endpoint detection with algorithmic implementation insights
Speaker-Independent Speech Recognition Using Hidden Markov Models
Implementation of speaker-independent speech recognition through Hidden Markov Models (HMM) using MATLAB 7.5 [2008b], featuring feature extraction, model training, and pattern matching algorithms
Cepstrum Analysis of Speech Signals
Perform cepstral analysis on speech signals to generate signal waveforms and cepstrum graphs with MATLAB implementation details
MATLAB Implementation of Speech Recognition Preprocessing
MATLAB implementation for speech recognition preprocessing including endpoint detection, pre-emphasis, and windowing techniques with algorithmic explanations
OMP Program for Speech Compressed Sensing Reconstruction Algorithm
OMP program designed for speech compressed sensing reconstruction algorithm, featuring efficient signal recovery through orthogonal matching pursuit with practical MATLAB/Python implementation guidance
Accurate Calculation of One-Third Octave Bands for Speech and Noise Signals
Precise computation of one-third octave bands for speech or noise signals with implementation insights
Using Gradient Descent Method for Unconstrained Optimization Solutions
Speech signal processing and speech recognition generally involve preprocessing, feature extraction, vectorization, and matching calculation stages. This guide explains how to implement filtering, framing, windowing, and endpoint detection on speech
Voice Recognition System Built Using GMM Model with MATLAB Implementation
A MATLAB-based voice recognition system implemented using Gaussian Mixture Model (GMM) methodology, featuring complete source code for reference and practical application in speech processing projects.
MATLAB Implementation of Wavelet Transform-Based Speech Signal Denoising Using Thresholding
A MATLAB program utilizing wavelet transforms for speech signal denoising through threshold-based noise removal, featuring parameter optimization capabilities
Speaker Recognition and Verification System
A MATLAB-based speaker recognition and verification system implementing voiceprint identification algorithms, providing valuable reference code for studying biometric voice recognition technologies.
Virtual Sound Synthesis Method Using Head-Related Transfer Function Convolution
This method synthesizes virtual sound by convolving single-channel audio signals (such as standard speech, music, or other sound types lacking spatial information) with Head-Related Transfer Functions (HRTFs) to impart directional perception through
MATLAB Program for Speech Recognition with Audio Files and Algorithms
A comprehensive MATLAB program for speech recognition, including sample audio files and implementing various recognition algorithms such as feature extraction and pattern matching techniques.
Speech Frame Processing: Framing, Windowing, Denoising, and Endpoint Detection
A self-developed program implementing speech frame segmentation, windowing, noise reduction, and endpoint detection algorithms, successfully debugged and optimized for speech signal processing
VQ-Based Speaker Recognition System Implementation
Course Design Requirements and Objectives Speech recognition represents a critical component in human-computer interface design and serves as a vital application technology in speech signal processing. Vector Quantization (VQ) has demonstrated excell
Subspace-Based Speech Enhancement
Subspace Methods for Audio Enhancement - A Technical Overview of Subspace-Based Speech Enhancement Techniques
MATLAB Toolbox Source Code for Speech Signal Processing
This repository provides MATLAB toolbox source code for speech signal processing, offering excellent reference value with implementation examples covering fundamental operations and advanced algorithms including voice activity detection, feature extr
Speaker Recognition Source Code Implementation
This is a comprehensive source code for speaker recognition systems, providing practical implementation examples for speech processing applications
Speech Recognition Implementation Using MATLAB Code
MATLAB-based speech recognition program featuring basic functionality implementation with potential for advanced feature integration
Computing Fundamental Audio Features with MATLAB
Implementation of basic audio feature extraction using MATLAB, including feature statistics, Energy Entropy Standard Deviation, mean information entropy, zero-crossing rate detection, spectral roll-off, and other essential audio analysis techniques w
Subspace Algorithms: Innovative Approaches in Speech Enhancement
Subspace algorithms represent a novel methodology in speech enhancement, with this document providing comprehensive simulations and code implementations to demonstrate their effectiveness compared to conventional methods.