Talbi Mourad
Springer International Publishing
e druk, 2022
9783030934040
The Stationary Bionic Wavelet Transform and its Applications for ECG and Speech Processing
Specificaties
Gebonden, blz.
|
Engels
Springer International Publishing |
e druk, 2022
ISBN13: 9783030934040
Rubricering
Onderdeel van serie
Signals and Communication Technology
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This book first details a proposed Stationary Bionic Wavelet Transform (SBWT) for use in speech processing. The author then details the proposed techniques based on SBWT. These techniques are relevant to speech enhancement, speech recognition, and ECG de-noising. The techniques are then evaluated by comparing them to a number of methods existing in literature. For evaluating the proposed techniques, results are applied to different speech and ECG signals and their performances are justified from the results obtained from using objective criterion such as SNR, SSNR, PSNR, PESQ , MAE, MSE and more.
Specificaties
ISBN13:9783030934040
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Inhoudsopgave
1. Speech enhancement based on stationary bionic wavelet transform and maximum a posterior estimator of magnitude-squared spectrum.- 2. ECG denoising based on 1-D double-density complex DWT and SBWT.- 3. Speech Enhancement based on SBWT and MMSE Estimate of Spectral Amplitude.- 4. Arabic Speech Recognition by Stationary Bionic Wavelet Transform and MFCC using a Multi-Layer Perceptron for Voice Control<p></p>