The Stationary Bionic Wavelet Transform and its Applications for ECG and Speech Processing
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Beschreibung
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.
- Describes and applies a proposed Stationary Bionic Wavelet Transform (SBWT)
- Discusses how speech enhancement, speech recognition, and ECG de-noising are aided by SBWTs
- Relevant to researchers, professionals, students, and academics in speech and ECG processing
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.
Describes and applies a proposed Stationary Bionic Wavelet Transform (SBWT) Discusses how speech enhancement, speech recognition, and ECG de-noising are aided by SBWTs Relevant to researchers, professionals, students, and academics in speech and ECG processing
Autor*in
Talbi Mourad
Themen in »The Stationary Bionic Wavelet Transform and its Applications for ECG and Speech Processing«
Speech enhancement speech recognition ECG denoising SBWT MMSE 1-D double-density complex DWT