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An introduction to audio content analysis : music information retrieval tasks & applications / Alexander Lerch.
- Format:
- Book
- Author/Creator:
- Lerch, Alexander, author.
- Language:
- English
- Subjects (All):
- Computer sound processing.
- Computational auditory scene analysis.
- Content analysis (Communication)--Data processing.
- Content analysis (Communication).
- Physical Description:
- 1 online resource (xxix, 434 pages) : illustrations
- Edition:
- Second edition.
- Other Title:
- Music information retrieval tasks and applications
- Place of Publication:
- Hoboken, New Jersey : John Wiley & Sons, Inc., [2023]
- Contents:
- 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.
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. Hoboken, N.J. Available via World Wide Web.
- Description based on online resource; title from digital title page (viewed on December 02, 2022).
- Other Format:
- Print version: Lerch, Alexander. Introduction to audio content analysis
- ISBN:
- 9781119890973
- 1119890977
- 9781119890966
- 1119890969
- 9781119890980
- 1119890985
- Publisher Number:
- 99995190390
- Access Restriction:
- Restricted for use by site license.
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