Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:
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-time Fourier transform. This leads to multiresolution sinusoidal modeling techniques in Chapter Three, where wavelet-like approaches are merged with the sinusoidal model to yield improved models. In Chapter Four, the analysis-synthesis residual is considered; for realistic synthesis, the residual must be separately modeled after coherent components (such as sinusoids) are removed. The residual modeling approach is based on psychoacoustically motivated nonuniform filter banks. Chapter Five deals with pitch-synchronous versions of both the wavelet and the Fourier transform; these allow for compact models of pseudo-periodic signals. Chapter Six discusses recent algorithms for deriving signal representations based on time-frequency atoms; primarily, the matching pursuit algorithm is reviewed and extended.
The signal models discussed in the book are compact, adaptive, parametric, time-frequency representations that are useful for analysis, coding, modification, and synthesis of natural signals such as audio. The models are all interpreted as methods for decomposing a signal in terms of fundamental time-frequency atoms; these interpretations, as well as the adaptive and parametric natures of the models, serve to link the various methods dealt with in the text.
Adaptive Signal Models: Theory, Algorithms and Audio Applications serves as an excellent reference for researchers of signal processing and may be used as a text for advanced courses on the topic.

Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) by Michael M. Goodwin

From reader reviews:

Karole Standley:

This Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) book is absolutely not ordinary book, you have it then the world is in your hands. The benefit you get by reading this book will be information inside this reserve incredible fresh, you will get info which is getting deeper you read a lot of information you will get. This particular Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) without we realize teach the one who studying it become critical in thinking and analyzing. Don't end up being worry Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) can bring once you are and not make your bag space or bookshelves' turn out to be full because you can have it within your lovely laptop even cell phone. This Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) having good arrangement in word in addition to layout, so you will not experience uninterested in reading.

Leonard White:

Reading a publication can be one of a lot of exercise that everyone in the world really likes. Do you like reading book therefore. There are a lot of reasons why people enjoy it. First reading a publication will give you a lot of new details. When you read a guide you will get new information because book is one of a number of ways to share the information or their idea. Second, looking at a book will make you actually more imaginative. When you looking at a book especially fictional book the author will bring you to imagine the story how the character types do it anything. Third, you could share your knowledge to other individuals. When you read this Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science), you can tells your family, friends and also soon about yours e-book. Your knowledge can inspire the mediocre, make them reading a publication.

Alexandra Dickey:

The e-book with title Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) contains a lot of information that you can learn it. You can get a lot of advantage after read this book. This particular book exist new knowledge the information that exist in this reserve represented the condition of the world today. That is important to yo7u to understand how the improvement of the world. That book will bring you throughout new era of the syndication. You can read the e-book in your smart phone, so you can read the item anywhere you want.

David Furtado:

On this era which is the greater man or who has ability in doing something more are more special than other. Do you want to become one among it? It is just simple way to have that. What you need to do is just spending your time not much but quite enough to have a look at some books. One of the books in the top collection in your reading list will be Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science). This book and that is qualified as The Hungry Mountains can get you closer in turning into precious person. By looking right up and review this e-book you can get many advantages.