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Mathematical modeling and signal processing in speech and hearing sciences / (Record no. 6088)

MARC details
000 -LEADER
fixed length control field	05614cam a22004097i 4500
001 - CONTROL NUMBER
control field	18187170
003 - CONTROL NUMBER IDENTIFIER
control field	OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20200125102803.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	140613s2014 sz a b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number	2012526671
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9783319030852 (hbk. : alk. paper)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	331903085X (hbk. : alk. paper)
024 8# - OTHER STANDARD IDENTIFIER
Standard number or code	40023574930
035 ## - SYSTEM CONTROL NUMBER
System control number	(OCoLC)ocn911353365
040 ## - CATALOGING SOURCE
Original cataloging agency	AU@
Language of cataloging	eng
Transcribing agency	AU@
Description conventions	rda
Modifying agency	OCLCO
--	NHM
--	OCLCF
--	OCLCO
--	BTCTA
--	YDXCP
--	CDX
--	DLC
042 ## - AUTHENTICATION CODE
Authentication code	lccopycat
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	TK5102.9
Item number	.X56 2014
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	006.454 XIN Q.10
Edition number	23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Xin, Jack,
Relator term	author.
245 10 - TITLE STATEMENT
Title	Mathematical modeling and signal processing in speech and hearing sciences /
Statement of responsibility, etc.	Jack Xin, Yingyong Qi.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture	Cham :
Name of producer, publisher, distributor, manufacturer	Springer,
Date of production, publication, distribution, manufacture, or copyright notice	[2014]
300 ## - PHYSICAL DESCRIPTION
Extent	xi, 206 pages :
Other physical details	illustrations ;
Dimensions	24 cm.
336 ## - CONTENT TYPE
Content type term	text
Content type code	txt
Source	rdacontent
337 ## - MEDIA TYPE
Media type term	unmediated
Media type code	n
Source	rdamedia
338 ## - CARRIER TYPE
Carrier type term	volume
Carrier type code	nc
Source	rdacarrier
490 1# - SERIES STATEMENT
Series statement	MS&A,
International Standard Serial Number	2037-5263 ;
Volume/sequential designation	volume 10
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note	Includes bibliographical references (pages [189]-197) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Machine generated contents note: 1.Background Signal Processing, Statistical and Optimization Methods -- 1.1.Introduction -- 1.2.Fourier and z-Transforms -- 1.2.1.Continuous Time Signals -- 1.2.2.Fourier Transform and Basic Properties -- 1.2.3.Discrete Time Signals and Systems -- 1.2.4.Sampling and Shannon Theory -- 1.2.5.Discrete Fourier Transform -- 1.2.6.Discrete Time and Windowed Fourier Transforms -- 1.2.7.Short Time Fourier Transform, Synthesis and Spectrogram -- 1.2.8.z-Transform -- 1.3.Filtering and Convolution -- 1.3.1.Circular Convolution -- 1.3.2.Linear Convolution and z-Transform -- 1.3.3.Circular Convolution and z-Transform -- 1.3.4.Rational Filters, Impulse and Frequency Responses -- 1.3.5.Group and Phase Delays -- 1.3.6.Minimum Phase and All Pass Filters -- 1.4.Random Variables, Correlation and Independence -- 1.4.1.Basic Notion and Examples -- 1.4.2.Joint Distribution and Independent Components -- 1.4.3.Random Number Generation -- 1.4.4.Stochastic Processes -- 1.4.5.Random Walk and Brownian Motion -- 1.5.Data Clustering and K-Means Method -- 1.6.Maximum Likelihood Method -- 1.7.Least Squares and Sparse Optimization Methods -- 1.8.Exercises -- 2.Speech Modeling -- 2.1.Introduction -- 2.2.Two Mass Vocal Fold Model -- 2.3.Matlab Program and Animation of Two Mass Model -- 2.4.Hydrodynamic Semi-Continuum Vocal Fold Model -- 2.5.Source-Filter Model of Speech Production -- 2.5.1.Uniform Lossless Tube Model and Transfer Function -- 2.5.2.Concatenated Lossless Tube Model: Traveling Waves and Transfer Function -- 2.5.3.Radiation and the Complete Model -- 2.5.4.Matlab Programs for Vowel and Consonant Synthesis -- 2.6.Exercises -- 3.Auditory Modeling -- 3.1.Introduction -- 3.2.Macromechanics and Passive Models -- 3.3.Micromechanics and Two Level Nonlocal Active Models -- 3.4.Dispersion and Decay Properties of Plane Waves -- 3.5.Time Harmonic Solutions -- 3.6.Asymptotic and Transform Techniques -- 3.7.Logarithmic Scales and Critical Bands -- 3.8.Time Demain Method and Dispersive Instability -- 3.9.Boundary Integral Method and Suppression of Instability -- 3.10.Computational Methods of Nonlocal Active Models -- 3.11.Nonlinear Phenomena and Sound Masking -- 3.12.Invertible Auditory Transforms -- 3.13.Orthogonal Auditory Transforms -- 3.14.Modeling Masking Thresholds -- 3.15.Modeling Hearing Loss and Hearing Aids -- 3.16.Matlab Programs -- 3.17.Exercises -- 4.Speech Recognition -- 4.1.Introduction -- 4.2.Hidden Markov Model (HMM) for Speech Processing -- 4.2.1.Speech Spectral Analysis -- 4.2.2.Vector Quantization -- 4.3.HMM for Isolated Word Recognition -- 4.3.1.Forward and Backward Probabilities -- 4.3.2.Baum-Welch Re-Estimation -- 4.3.3.Viterbi Decoding -- 4.4.Summary of Matlab Programs -- 4.5.Chapter Summary -- 4.6.Matlab Programs -- 4.7.Exercises -- 5.Blind Source Separation and Speech Enhancement -- 5.1.Introduction -- 5.2.Instantaneous Mixture and Decorrelation Methods -- 5.2.1.Decorrelation with Second Order Statistics -- 5.2.2.Demixing with Joint Second and Third Order Statistics -- 5.3.Instantaneous Mixture and Cumulant Method -- 5.3.1.Moments and Cumulants -- 5.3.2.Source Recovery and Whitening Process -- 5.3.3.Unitary Factor as Joint Diagonalizer of Cumulant Matrices -- 5.3.4.Joint Diagonalization of Eigenmatrices -- 5.3.5.Jacobi Method and Joint Diagonalizer Formula -- 5.4.Instantaneous Mixture and Infomax Methods -- 5.4.1.Statistical Equations for Source Separation -- 5.4.2.Iterative Methods -- 5.4.3.Uniform Bounds -- 5.4.4.Convergence and Source Separation -- 5.4.5.Numerical Example -- 5.5.Convolutive Mixture and Decorrelation Method -- 5.5.1.Decorrelation Equations -- 5.5.2.Constrained and Penalized Optimization -- 5.5.3.Numerical Example -- 5.6.Convolutive Mixture and Infomax Methods -- 5.6.1.Extensions and Analysis of Algorithms -- 5.6.2.Numerical Example -- 5.7.Relative Sparsity and Time-Frequency Domain Methods -- 5.8.Convex Speech Enhancement Model -- 5.8.1.Convex Model and l1 Regularization -- 5.8.2.Minimization by Bregman Method -- 5.9.Summary and Other Methods for Further Reading -- 5.10.Matlab Programs -- 5.11.Exercises.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Signal processing
General subdivision	Mathematics.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Signal processing
General subdivision	Mathematics.
Source of heading or term	fast
Authority record control number or standard number	(OCoLC)fst01118302
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Qi, Yingyong,
Relator term	author.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title	MS&A (Series) ;
Volume/sequential designation	v. 10.
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a	7
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c	copycat
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g	y-gencatlg
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme	Dewey Decimal Classification
Koha item type	Reference text books

Holdings
Withdrawn status	Lost status	Source of classification or shelving scheme	Damaged status	Not for loan	Collection code	Home library	Current library	Date acquired	Total Checkouts	Full call number	Barcode	Date last seen	Price effective from	Koha item type
		Dewey Decimal Classification			R-1/5	All India Institute of Speech and Hearing	All India Institute of Speech and Hearing	25/01/2020		006.454 XIN Q.10	19733	25/01/2020	25/01/2020	Reference text books