Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing S) Book PDF, ePub eBook

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


Book Descriptions:
Periodic signals can be decomposed into sets of sinusoids having frequencies that are integer multiples of a fundamental frequency. The problem of finding such fundamental frequencies from noisy observations is important in many speech and audio applications, where it is commonly referred to as pitch estimation. These applications include analysis, compression, separation, enhancement, automatic transcription and many more. In this book, an introduction to pitch estimation is given and a number of statistical methods for pitch estimation are presented. The basic signal models and associated estimation theoretical bounds are introduced, and the properties of speech and audio signals are discussed and illustrated. The presented methods include both single- and multi-pitch estimators based on statistical approaches, like maximum likelihood and maximum a posteriori methods, filtering methods based on both static and optimal adaptive designs, and subspace methods based on the principles of subspace orthogonality and shift-invariance. The application of these methods to analysis of speech and audio signals is demonstrated using both real and synthetic signals, and their performance is assessed under various conditions and their properties discussed. Finally, the estimators are compared in terms of computational and statistical efficiency, generalizability and robustness. Table of Contents: Fundamentals / Statistical Methods / Filtering Methods / Subspace Methods / Amplitude Estimation

Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing S) by Mads Christensen

From reader reviews:

Bill Kelly:

As people who live in the modest era should be up-date about what going on or information even knowledge to make all of them keep up with the era which can be always change and make progress. Some of you maybe will certainly update themselves by reading through books. It is a good choice for yourself but the problems coming to an individual is you don't know what kind you should start with. This Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing S) is our recommendation to make you keep up with the world. Why, since this book serves what you want and wish in this era.

Helen Arnold:

This Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing S) are usually reliable for you who want to be considered a successful person, why. The explanation of this Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing S) can be on the list of great books you must have will be giving you more than just simple reading food but feed an individual with information that probably will shock your earlier knowledge. This book will be handy, you can bring it all over the place and whenever your conditions throughout the e-book and printed kinds. Beside that this Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing S) giving you an enormous of experience for instance rich vocabulary, giving you trial run of critical thinking that could it useful in your day action. So , let's have it appreciate reading.

Clyde Okane:

Does one one of the book lovers? If so, do you ever feeling doubt while you are in the book store? Aim to pick one book that you never know the inside because don't evaluate book by its cover may doesn't work the following is difficult job because you are frightened that the inside maybe not as fantastic as in the outside appearance likes. Maybe you answer could be Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing S) why because the fantastic cover that make you consider regarding the content will not disappoint you. The inside or content is actually fantastic as the outside or even cover. Your reading 6th sense will directly direct you to pick up this book.

Vicki Escalante:

A lot of guide has printed but it takes a different approach. You can get it by net on social media. You can choose the best book for you, science, comedy, novel, or whatever through searching from it. It is known as of book Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing S). You can contribute your knowledge by it. Without leaving behind the printed book, it can add your knowledge and make you actually happier to read. It is most important that, you must aware about book. It can bring you from one destination to other place.