Multimedia signal processing [electronic resource] : theory and applications in speech, music and communications / Saeed V. Vaseghi.

By: Contributor(s): Publication details: Chichester, England ; Hoboken, NJ : J. Wiley, c2007.Description: xxv, 648 p. : illSubject(s): Genre/Form: DDC classification:
  • 621.382/2 22
LOC classification:
  • TK5102.9 .V38 2007eb
Other classification:
  • 53.71
  • 05.39
  • 54.74
Online resources:
Contents:
pt. I. Basic digital signal processing. Introduction ; Fourier analysis and synthesis ; z-Transform ; Digital filters ; Sampling and quantisation -- pt. II. Model-based signal processing. Information theory and probability models ; Bayesian inference ; Least square error, Wiener-Kolmogrov filters ; Adaptive filters : Kalman, RLS, LMS ; Linear prediction models ; Hidden Markov models ; Eigen vector analysis, principal component analysis and independent component analysis -- pt. III. Applications of digital signal processing to speech, music and telecommunications. Music signal processing and auditory perception ; Speech processing ; Speech enhancement ; Echo cancellation ; Channel equalisation and blind deconvolution ; Signal processing in mobile communication.
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Holdings: http://site.ebrary.com/lib/strathmore/Doc?id=10295775

Includes bibliographical references and index.

pt. I. Basic digital signal processing. Introduction ; Fourier analysis and synthesis ; z-Transform ; Digital filters ; Sampling and quantisation -- pt. II. Model-based signal processing. Information theory and probability models ; Bayesian inference ; Least square error, Wiener-Kolmogrov filters ; Adaptive filters : Kalman, RLS, LMS ; Linear prediction models ; Hidden Markov models ; Eigen vector analysis, principal component analysis and independent component analysis -- pt. III. Applications of digital signal processing to speech, music and telecommunications. Music signal processing and auditory perception ; Speech processing ; Speech enhancement ; Echo cancellation ; Channel equalisation and blind deconvolution ; Signal processing in mobile communication.

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