语音信号处理 Resources

Showing items tagged with "语音信号处理"

Applications of Wavelet Transform in Speech and Biomedical Signal Processing 17.1 Wavelet Transform Applications in Speech Signal Processing (431) - 17.1.1 Speech Enhancement Using Wavelet Transform - 17.1.2 Speech Compression Using Wavelet Transform (433) 17.2 Wavelet Transform Applications in Biomedical Signal Processing (435) - 17.2.1 ECG Signal Compression Based on Wavelet Transform - 17.2.2 EEG Signal Multi-resolution Analysis Using Wavelet Transform (437)

MATLAB 204 views Tagged

Speech signals, though time-varying and non-stationary stochastic processes, can be approximated as stationary over short time intervals. Speech enhancement can be achieved by estimating the short-time spectrum of "clean" speech from the noisy speech spectrum. Since noise is also a stochastic process, this estimation must be based on statistical models. Leveraging human auditory perception's insensitivity to phase in speech spectral components, these enhancement algorithms primarily focus on short-time spectral magnitude estimation, often implemented using techniques like the Fast Fourier Transform (FFT) for efficient frequency analysis.

MATLAB 286 views Tagged

Essential MATLAB processing programs for speech signal analysis, including waveform reading, voiced/unvoiced detection, windowing, zero-crossing rate calculation, short-time energy analysis, and maximum pitch detection. The package concludes with a demonstration test showing practical implementation.

MATLAB 258 views Tagged