A perspective on single-channel frequency-domain speech enhancement (Record no. 561826)

000 -LEADER
fixed length control field 06068nam a2200757 i 4500
001 - CONTROL NUMBER
control field 6812652
003 - CONTROL NUMBER IDENTIFIER
control field IEEE
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200413152901.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m eo d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cn |||m|||a
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 110423s2011 caua foab 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781608456994 (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781608456987 (pbk.)
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.2200/S00344ED1V01Y201104SAP008
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (CaBNVSL)gtp00547262
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)713958276
040 ## - CATALOGING SOURCE
Original cataloging agency CaBNVSL
Transcribing agency CaBNVSL
Modifying agency CaBNVSL
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TK7882.S65
Item number B456 2011
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.454
Edition number 22
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Benesty, Jacob.
245 12 - TITLE STATEMENT
Title A perspective on single-channel frequency-domain speech enhancement
Medium [electronic resource] /
Statement of responsibility, etc. Jacob Benesty, Yiteng Huang.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) :
Name of publisher, distributor, etc. Morgan & Claypool,
Date of publication, distribution, etc. c2011.
300 ## - PHYSICAL DESCRIPTION
Extent 1 electronic text (viii, 101 p.) :
Other physical details ill., digital file.
490 1# - SERIES STATEMENT
Series statement Synthesis lectures on speech and audio processing,
International Standard Serial Number 1932-1678 ;
Volume/sequential designation # 8
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: World Wide Web.
538 ## - SYSTEM DETAILS NOTE
System details note System requirements: Adobe Acrobat Reader.
500 ## - GENERAL NOTE
General note Part of: Synthesis digital library of engineering and computer science.
500 ## - GENERAL NOTE
General note Series from website.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references (p. 91-95) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1. Introduction -- A brief history of single-channel noise reduction (SCNR ) -- Rudimentary problem of SCNR and approaches of this book -- Organization of the book --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 2. Problem formulation -- Signal model -- General framework for speech enhancement --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 3. Performance measures -- Noise reduction -- Speech distortion -- Mean-square error (MSE ) criterion --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 4. Linear and widely linear models -- Model 1: Conventional -- Model 2: Widely linear -- Model 3: Interframe correlation -- Model 4: Widely linear and interframe correlation --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 5. Optimal filters with model 1 -- Performance measures -- Wiener gain -- Tradeoff gain -- Maximum signal-to-noise ratio (SNR ) filter --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 6. Optimal filters with model 2 -- Performance measures -- Maximum SNR filter -- Wiener filter -- Minimum variance distortionless response (MVDR ) filter -- Tradeoff filter --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 7. Optimal filters with model 3 -- Performance measures -- Wiener filter -- MVDR filter -- Tradeoff filter -- Linearly constrained minimum variance (LCMV) filter --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 8. Optimal filters with model 4 -- Performance measures -- Wiener filter -- MVDR filter -- Tradeoff filter -- LCMV filter --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 9. Experimental study -- Setup and metrics -- Algorithm implementation -- Comparison of the Wiener filters with model 1 and model 3 -- MVDR filter with model 3 -- Perceptual quality --
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Bibliography -- Authors' biographies -- Index.
506 1# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Abstract freely available; full-text restricted to subscribers or individual document purchasers.
510 0# - CITATION/REFERENCES NOTE
Name of source Compendex
510 0# - CITATION/REFERENCES NOTE
Name of source INSPEC
510 0# - CITATION/REFERENCES NOTE
Name of source Google scholar
510 0# - CITATION/REFERENCES NOTE
Name of source Google book search
520 3# - SUMMARY, ETC.
Summary, etc. This book focuses on a class of single-channel noise reduction methods that are performed in the frequency domain via the short-time Fourier transform (STFT). The simplicity and relative effectiveness of this class of approaches make them the dominant choice in practical systems. Even though many popular algorithms have been proposed through more than four decades of continuous research, there are a number of critical areas where our understanding and capabilities still remain quite rudimentary, especially with respect to the relationship between noise reduction and speech distortion. All existing frequency-domain algorithms, no matter how they are developed, have one feature in common: the solution is eventually expressed as a gain function applied to the STFT of the noisy signal only in the current frame. As a result, the narrowband signal-to-noise ratio (SNR) cannot be improved, and any gains achieved in noise reduction on the fullband basis come with a price to pay, which is speech distortion. In this book, we present a new perspective on the problem by exploiting the difference between speech and typical noise in circularity and interframe self-correlation, which were ignored in the past. By gathering the STFT of the microphone signal of the current frame, its complex conjugate, and the STFTs in the previous frames, we construct several new, multiple-observation signal models similar to a microphone array system: there are multiple noisy speech observations, and their speech components are correlated but not completely coherent while their noise components are presumably uncorrelated. Therefore, the multichannel Wiener filter and the minimum variance distortionless response (MVDR) filter that were usually associated with microphone arrays will be developed for single-channel noise reduction in this book. This might instigate a paradigm shift geared toward speech distortionless noise reduction techniques.
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE
Additional physical form available note Also available in print.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Title from PDF t.p. (viewed on April 23, 2011).
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Speech processing systems.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Noise control.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Digital filters (Mathematics)
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Single-channel noise reduction
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Speech enhancement
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Frequency domain
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Linear and widely linear models
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Interframe correlation
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Wiener filter
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Maximum signal-to-noise ratio (SNR) filter
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Minimum variance distortionless response (MVDR) filter
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Tradeoff filter
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Linearly constrained minimum variance (LCMV) filter
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Huang, Yiteng,
Dates associated with a name 1972-
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
International Standard Book Number 9781608456987
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Synthesis digital library of engineering and computer science.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Synthesis lectures on speech and audio processing,
International Standard Serial Number 1932-1678 ;
Volume/sequential designation # 8.
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified Abstract with links to resource
Uniform Resource Identifier http://ieeexplore.ieee.org/servlet/opac?bknumber=6812652
Holdings
Withdrawn status Lost status Damaged status Not for loan Permanent Location Current Location Date acquired Barcode Date last seen Price effective from Koha item type
        P K Kelkar Library, IIT Kanpur P K Kelkar Library, IIT Kanpur 2020-04-13 EBKE326 2020-04-13 2020-04-13 E books

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