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10-03-2015, 00:07

Adaptive Signal Models: Theory, Algorithms, and Audio Applications

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Adaptive Signal Models: Theory, Algorithms, and Audio Applications

Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) by Michael M. Goodwin
English | Oct 31, 1998 | ISBN: 1461346509 | 248 Pages | PDF | 9 MB

Adaptive Signal Models: Theory, Algorithms and Audio Applications presents methods for deriving mathematical models of natural signals. The introduction covers the fundamentals of analysis-synthesis systems and signal representations. Some of the topics in the introduction include perfect and near-perfect reconstruction, the distinction between parametric and nonparametric methods, the role of compaction in signal modeling, basic and overcomplete signal expansions, and time-frequency resolution issues. These topics arise throughout the book as do a number of other topics such as filter banks and multiresolution.
The second chapter gives a detailed development of the sinusoidal model as a parametric extension of the short



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