Introduction to Audio Analysis
A MATLAB® Approach
(Sprache: Englisch)
Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses...
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Klappentext zu „Introduction to Audio Analysis “
Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB®, to take a more applied approach to the topic. Basic theory and reproducible experiments are combined to demonstrate theoretical concepts from a practical point of view and provide a solid foundation in the field of audio analysis.
Audio feature extraction, audio classification, audio segmentation, and music information retrieval are all addressed in detail, along with material on basic audio processing and frequency domain representations and filtering. Throughout the text, reproducible MATLAB® examples are accompanied by theoretical descriptions, illustrating how concepts and equations can be applied to the development of audio analysis systems and components. A blend of reproducible MATLAB® code and essential theory provides enable the reader to delve into the world of audio signals and develop real-world audio applications in various domains.
Inhaltsverzeichnis zu „Introduction to Audio Analysis “
Introduction Getting Familiar with Audio Signals Frequency Domain Representations and Filtering Audio Features Audio Classification Audio Segmentation Audio Alignment and Temporal Modelling Music Information Retrieval Appendix A: The Matlab Audio Analysis LibraryAppendix B: Audio-related Libraries and SoftwareAppendix C: Audio Datasets
Autoren-Porträt von Theodoros Giannakopoulos, Aggelos Pikrakis
Theodoros Giannakopoulos is a Research Associate in the Institute of Informatics and Telecommunications, National Center for Scientific Research DEMOKRITOS, Greece and in the Department of Informatics & Telecommunications of the University of Athens (UOA). He received his Ph.D. degree in Audio Analysis from UOA, in 2009. His main research interests are pattern recognition, data mining, and multimedia analysis.
Bibliographische Angaben
- Autoren: Theodoros Giannakopoulos , Aggelos Pikrakis
- 2014, 288 Seiten, 100 Abbildungen, Maße: 15,1 x 23,7 cm, Gebunden, Englisch
- Verlag: Academic Press
- ISBN-10: 0080993885
- ISBN-13: 9780080993881
- Erscheinungsdatum: 26.02.2014
Sprache:
Englisch
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