An introduction to audio content analysis : (Record no. 19898)

MARC details
000 -LEADER
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control field ocn816310153
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control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230823095622.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 120409s2012 njua ob 001 0 eng
040 ## - CATALOGING SOURCE
Original cataloging agency AU@
Language of cataloging eng
Description conventions pn
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019 ## -
-- 817746964
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118393550
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118393554
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118393505
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118393503
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1283804050
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781283804059
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 111826682X
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9781118266823
024 3# - OTHER STANDARD IDENTIFIER
Standard number or code 9781118393550
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OCLC library identifier AU@
System control number 000049010719
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OCLC library identifier AU@
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OCLC library identifier AU@
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029 1# - (OCLC)
OCLC library identifier CHBIS
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029 1# - (OCLC)
OCLC library identifier CHBIS
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OCLC library identifier CHDSB
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OCLC library identifier CHVBK
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OCLC library identifier CHVBK
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OCLC library identifier DEBSZ
System control number 431108102
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OCLC library identifier NZ1
System control number 15916057
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)816310153
Canceled/invalid control number (OCoLC)817746964
-- (OCoLC)818659192
-- (OCoLC)818854010
-- (OCoLC)821685476
-- (OCoLC)822037645
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TK7881.4
Item number .L485 2012
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM
Subject category code subdivision 047000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.4/5
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Lerch, Alexander.
245 13 - TITLE STATEMENT
Title An introduction to audio content analysis :
Remainder of title applications in signal processing and music informatics /
Statement of responsibility, etc Alexander Lerch.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Hoboken, N.J. :
Name of publisher, distributor, etc Wiley,
Date of publication, distribution, etc ©2012.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xxii, 248 pages)
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
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-- rdacarrier
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Machine generated contents note: 1.1. Audio Content -- 1.2.A Generalized Audio Content Analysis System -- 2.1. Audio Signals -- 2.1.1. Periodic Signals -- 2.1.2. Random Signals -- 2.1.3. Sampling and Quantization -- 2.1.4. Statistical Signal Description -- 2.2. Signal Processing -- 2.2.1. Convolution -- 2.2.2. Block-Based Processing -- 2.2.3. Fourier Transform -- 2.2.4. Constant Q Transform -- 2.2.5. Auditory Filterbanks -- 2.2.6. Correlation Function -- 2.2.7. Linear Prediction -- 3.1. Audio Pre-Processing -- 3.1.1. Down-Mixing -- 3.1.2. DC Removal -- 3.1.3. Normalization -- 3.1.4. Down-Sampling -- 3.1.5. Other Pre-Processing Options -- 3.2. Statistical Properties -- 3.2.1. Arithmetic Mean -- 3.2.2. Geometric Mean -- 3.2.3. Harmonic Mean -- 3.2.4. Generalized Mean -- 3.2.5. Centroid -- 3.2.6. Variance and Standard Deviation -- 3.2.7. Skewness -- 3.2.8. Kurtosis -- 3.2.9. Generalized Central Moments -- 3.2.10. Quantiles and Quantile Ranges -- 3.3. Spectral Shape -- 3.3.1. Spectral Rolloff.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Contents note continued: 3.3.2. Spectral Flux -- 3.3.3. Spectral Centroid -- 3.3.4. Spectral Spread -- 3.3.5. Spectral Decrease -- 3.3.6. Spectral Slope -- 3.3.7. Mel Frequency Cepstral Coefficients -- 3.4. Signal Properties -- 3.4.1. Tonalness -- 3.4.2. Autocorrelation Coefficients -- 3.4.3. Zero Crossing Rate -- 3.5. Feature Post-Processing -- 3.5.1. Derived Features -- 3.5.2. Normalization and Mapping -- 3.5.3. Subfeatures -- 3.5.4. Feature Dimensionality Reduction -- 4.1. Human Perception of Intensity and Loudness -- 4.2. Representation of Dynamics in Music -- 4.3. Features -- 4.3.1. Root Mean Square -- 4.4. Peak Envelope -- 4.5. Psycho-Acoustic Loudness Features -- 4.5.1. EBU R128 -- 5.1. Human Perception of Pitch -- 5.1.1. Pitch Scales -- 5.1.2. Chroma Perception -- 5.2. Representation of Pitch in Music -- 5.2.1. Pitch Classes and Names -- 5.2.2. Intervals -- 5.2.3. Root Note, Mode, and Key -- 5.2.4. Chords and Harmony -- 5.2.5. The Frequency of Musical Pitch -- 5.3. Fundamental Frequency Detection.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Contents note continued: 5.3.1. Detection Accuracy -- 5.3.2. Pre-Processing -- 5.3.3. Monophonic Input Signals -- 5.3.4. Polyphonic Input Signals -- 5.4. Tuning Frequency Estimation -- 5.5. Key Detection -- 5.5.1. Pitch Chroma -- 5.5.2. Key Recognition -- 5.6. Chord Recognition -- 6.1. Human Perception of Temporal Events -- 6.1.1. Onsets -- 6.1.2. Tempo and Meter -- 6.1.3. Rhythm -- 6.1.4. Timing -- 6.2. Representation of Temporal Events in Music -- 6.2.1. Tempo and Time Signature -- 6.2.2. Note Value -- 6.3. Onset Detection -- 6.3.1. Novelty Function -- 6.3.2. Peak Picking -- 6.3.3. Evaluation -- 6.4. Beat Histogram -- 6.4.1. Beat Histogram Features -- 6.5. Detection of Tempo and Beat Phase -- 6.6. Detection of Meter and Downbeat -- 7.1. Dynamic Time Warping -- 7.1.1. Example -- 7.1.2.Common Variants -- 7.1.3. Optimizations -- 7.2. Audio-to-Audio Alignment -- 7.2.1. Ground Truth Data for Evaluation -- 7.3. Audio-to-Score Alignment -- 7.3.1. Real-Time Systems M -- 7.3.2. Non-Real-Time Systems.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Contents note continued: 8.1. Musical Genre Classification -- 8.1.1. Musical Genre -- 8.1.2. Feature Extraction -- 8.1.3. Classification -- 8.2. Related Research Fields -- 8.2.1. Music Similarity Detection -- 8.2.2. Mood Classification -- 8.2.3. Instrument Recognition -- 9.1. Fingerprint Extraction -- 9.2. Fingerprint Matching -- 9.3. Fingerprinting System: Example -- 10.1. Musical Communication -- 10.1.1. Score -- 10.1.2. Music Performance -- 10.1.3. Production -- 10.1.4. Recipient -- 10.2. Music Performance Analysis -- 10.2.1. Analysis Data -- 10.2.2. Research Results -- A.1. Identity -- A.2.Commutativity -- A.3. Associativity -- A.4. Distributivity -- A.5. Circularity -- B.1. Properties of the Fourier Transformation -- B.1.1. Inverse Fourier Transform -- B.1.2. Superposition -- B.1.3. Convolution and Multiplication -- B.1.4. Parseval's Theorem -- B.1.5. Time and Frequency Shift -- B.1.6. Symmetry -- B.1.7. Time and Frequency Scaling -- B.1.8. Derivatives -- B.2. Spectrum of Example Time Domain Signals.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Contents note continued: B.2.1. Delta Function -- B.2.2. Constant -- B.2.3. Cosine -- B.2.4. Rectangular Window -- B.2.5. Delta Pulse -- B.3. Transformation of Sampled Time Signals -- B.4. Short Time Fourier Transform of Continuous Signals -- B.4.1. Window Functions -- B.5. Discrete Fourier Transform -- B.5.1. Window Functions -- B.5.2. Fast Fourier Transform -- C.1.Computation of the Transformation Matrix -- C.2. Interpretation of the Transformation Matrix -- D.1. Software Frameworks and Applications -- D.1.1. Marsyas -- D.1.2. CLAM -- D.1.3.jMIR -- D.1.4.CoMIRVA -- D.1.5. Sonic Visualiser -- D.2. Software Libraries and Toolboxes -- D.2.1. Feature Extraction -- D.2.2. Plugin Interfaces -- D.2.3. Other Software.
520 ## - SUMMARY, ETC.
Summary, etc "With the proliferation of digital audio distribution over digital media, audio content analysis is fast becoming a requirement for designers of intelligent signal-adaptive audio processing systems. Written by a well-known expert in the field, this book provides quick access to different analysis algorithms and allows comparison between different approaches to the same task, making it useful for newcomers to audio signal processing and industry experts alike. A review of relevant fundamentals in audio signal processing, psychoacoustics, and music theory, as well as downloadable MATLAB files are also included"-
526 ## - STUDY PROGRAM INFORMATION NOTE
Department Electrical & Electronic Engineering
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational auditory scene analysis.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer sound processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Content analysis (Communication)
General subdivision Data processing.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational auditory scene analysis.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer sound processing.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Content analysis (Communication)
General subdivision Data processing.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element COMPUTERS
General subdivision Optical Data Processing.
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational auditory scene analysis.
Source of heading or term fast
-- (OCoLC)fst01742148
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer sound processing.
Source of heading or term fast
-- (OCoLC)fst00872627
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Content analysis (Communication)
General subdivision Data processing.
Source of heading or term fast
-- (OCoLC)fst00876641
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Lerch, Alexander.
Title Introduction to audio content analysis.
Place, publisher, and date of publication Hoboken, N.J. :
Edition Wiley
International Standard Book Number 9781118266823
Record control number (DLC) 2012008107
-- (OCoLC)785390164
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://dx.doi.org/10.1002/9781118393550">http://dx.doi.org/10.1002/9781118393550</a>
Public note Wiley Online Library
994 ## -
-- 92
-- DG1

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