An introduction to audio content analysis : (Record no. 91756)

000 -LEADER
fixed length control field 04419cam a2200505 i 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250812104828.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu---unuuu
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250812s2023 njum ob u001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119890942
Qualifying information hardcover
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119890973
Qualifying information electronic book
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1119890977
Qualifying information electronic book
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119890966
Qualifying information electronic book
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1119890969
Qualifying information electronic book
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119890980
Qualifying information electronic book
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1119890985
Qualifying information electronic book
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1002/9781119890980
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1348394046
037 ## - SOURCE OF ACQUISITION
Stock number 9965970
Source of stock number/acquisition IEEE
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 04 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TK7881.4
Item number .L486 2023
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.4/5
Edition number 23/eng/20221018
100 1# - MAIN ENTRY--PERSONAL NAME
Preferred name for the person Lerch, Alexander,
Authority record control number https://id.loc.gov/authorities/names/n2012023114
Relator term author.
245 13 - TITLE STATEMENT
Title An introduction to audio content analysis :
Remainder of title music information retrieval tasks & applications /
Statement of responsibility, etc Alexander Lerch.
246 30 - VARYING FORM OF TITLE
Title proper/short title Music information retrieval tasks and applications.
250 ## - EDITION STATEMENT
Edition statement Second edition.
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Hoboken, New Jersey :
Name of publisher, distributor, etc John Wiley & Sons, Inc.,
Date of publication, distribution, etc ©[2023]
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xxix, 434 pages) :
Other physical details illustrations.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent.
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia.
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier.
340 ## - PHYSICAL MEDIUM
Source rdacc
Authority record control number or standard number http://rdaregistry.info/termList/RDAColourContent/1003.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - CONTENTS
Formatted contents note Table of Contents<br/>Author Biography xvii<br/><br/>Preface xix<br/><br/>Acronyms xxi<br/><br/>List of Symbols xxv<br/><br/>Source Code Repositories xxix<br/><br/>1 Introduction 1<br/><br/>Part I Fundamentals of Audio Content Analysis 9<br/><br/>2 Analysis of Audio Signals 11<br/><br/>3 Input Representation 17<br/><br/>4 Inference 91<br/><br/>5 Data 107<br/><br/>Part II Music Transcription 127<br/><br/>7 Tonal Analysis 129<br/><br/>8 Intensity217<br/><br/>9 Temporal Analysis 229<br/><br/>10 Alignment 281<br/><br/>Part III Music Identification, Classification, and Assessment 303<br/><br/>11 Audio Fingerprinting 305<br/><br/>12 Music Similarity Detection and Music Genre Classification 317<br/><br/>13 Mood Recognition 337<br/><br/>14 Musical Instrument Recognition 347<br/><br/>15 Music Performance Assessment 355<br/><br/>Part IV Appendices 365<br/><br/>Appendix A Fundamentals 367<br/><br/>Appendix B Fourier Transform 385<br/><br/>Appendix C Principal Component Analysis 405<br/><br/>Appendix D Linear Regression 409<br/><br/>Appendix E Software for Audio Analysis 411<br/><br/>Appendix F Datasets 417<br/><br/>Index 425
520 ## - SUMMARY, ETC.
Summary, etc "This book explores algorithms that extract the relevant content information from a digital audio signal and interpret the extracted information for applications such as music recommendation, music tutoring, or music generation. This second edition covers an even broader range of tasks aimed at extracting all forms of musical content from the audio. After a general introduction in the process and goals of audio content analysis, the text focuses on tasks that can be grouped into a content category: tonal analysis, intensity analysis, and temporal analysis. The following chapters often span multiple of these categories and cover the alignment of two audio sequences, the classification of musical genre, mood, and instruments, the computation of music similarity, and the assessment of music performance"--
Assigning source Provided by publisher.
545 0# - BIOGRAPHICAL OR HISTORICAL DATA
Biographical or historical note About the Author<br/>Alexander Lerch, PhD, is an Associate Professor at the Center for Music Technology, Georgia Institute of Technology. His research focuses on signal processing and machine learning applied to music, an interdisciplinary field commonly referred to as music information retrieval. He has authored more than 50 peer-reviewed publications and his website, www.AudioContentAnalysis.org, is a popular resource on Audio Content Analysis, providing video lectures, code examples, and other materials.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer sound processing.
Authority record control number https://id.loc.gov/authorities/subjects/sh85029539.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational auditory scene analysis.
Authority record control number https://id.loc.gov/authorities/subjects/sh2007000395.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Content analysis (Communication)
General subdivision Data processing.
Authority record control number https://id.loc.gov/authorities/subjects/sh2009121720.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://onlinelibrary.wiley.com/doi/book/10.1002/9781119890980
Link text Full text is available at Wiley Online Library Click here to view
942 ## - ADDED ENTRY ELEMENTS
Source of classification or shelving scheme
Item type EBOOK
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Source of acquisition Full call number Date last seen Price effective from Item type
          COLLEGE LIBRARY COLLEGE LIBRARY 2025-08-12 ALBASA Consortium 006.4/5 2025-08-12 2025-08-12 EBOOK