MATLAB Code Implementation for Speech Denoising
M-program for speech denoising, implementing noise addition to original signal and filtering to recover clean audio, with discussion on filter selection and algorithm optimization
Explore MATLAB source code curated for "加噪声" with clean implementations, documentation, and examples.
M-program for speech denoising, implementing noise addition to original signal and filtering to recover clean audio, with discussion on filter selection and algorithm optimization
This experiment involves generating an ECG signal, adding noise, and then applying filtering techniques. Starting from an ECG signal data table, we first process the original signal containing known noise through filtering to obtain a clean ECG waveform. We then intentionally add high-frequency and mid-frequency noise to simulate real-world conditions. The noisy signal is displayed and filtered again to demonstrate noise removal. Each time-domain signal is visualized alongside its corresponding frequency spectrum for analysis. Different filter types are implemented and compared throughout the process to evaluate their performance characteristics.
A MATLAB-based simulation demonstrating digital signal processing workflow, featuring noise injection, filtering operations, and reconstructed signal output with code implementation insights.
Cyclic theory-based MATLAB programs for generating rolling bearing simulation signals with added noise interference, featuring signal modeling algorithms and customizable parameters for various operating conditions.