An introduction to audio content analysis : (Record no. 12267)
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| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20171224114110.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--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 |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118393550 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1118393554 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118393505 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1118393503 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1283804050 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 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 |
| 029 0# - (OCLC) | |
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| 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 |
| -- | cr |
| -- | 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"- |
| 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 | http://onlinelibrary.wiley.com/book/10.1002/9781118393550 |
| Public note | Wiley Online Library |
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