An introduction to audio content analysis : music information retrieval tasks & applications / Alexander Lerch.
Lerch, Alexander, author.; ProQuest (Firm)
2023
TK7881.4 .L486 2023
Available Online

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Title An introduction to audio content analysis : music information retrieval tasks & applications / Alexander Lerch.
Author Lerch, Alexander, author.
Edition Second edition.
ISBN 9781119890973
1119890977
9781119890966
1119890969
9781119890980
1119890985
9781119890942
DOI https://doi.org/10.1002/9781119890980
Published Hoboken, New Jersey : John Wiley & Sons, Inc., [2023]
Language English
Description 1 online resource ( xxix, 434 pages) : illustrations
Item Number 10.1002/9781119890980 doi
Call Number TK7881.4 .L486 2023
Dewey Decimal Classification 006.4/5
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users
Reproduction Electronic reproduction. Ann Arbor, MI Available via World Wide Web.
Source of Description Description based on online resource; title from digital title page (viewed on December 02, 2022).
Added Corporate Author ProQuest (Firm)
Available in Other Form Introduction to audio content analysis
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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Author Biography xvii
Preface xix
Acronyms xxi
List of Symbols xxv
Source Code Repositories xxix
1 Introduction 1
Part I Fundamentals of Audio Content Analysis 9
2 Analysis of Audio Signals 11
3 Input Representation 17
4 Inference 91
5 Data 107
Part II Music Transcription 127
7 Tonal Analysis 129
8 Intensity217
9 Temporal Analysis 229
10 Alignment 281
Part III Music Identification, Classification, and Assessment 303
11 Audio Fingerprinting 305
12 Music Similarity Detection and Music Genre Classification 317
13 Mood Recognition 337
14 Musical Instrument Recognition 347
15 Music Performance Assessment 355
Part IV Appendices 365
Appendix A Fundamentals 367
Appendix B Fourier Transform 385
Appendix C Principal Component Analysis 405
Appendix D Linear Regression 409
Appendix E Software for Audio Analysis 411
Appendix F Datasets 417
Index 425.

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