How Long to Read Speech Enhancement in the Karhunen-Loève Expansion Domain

How Long Does it Take to Read Speech Enhancement in the Karhunen-Loève Expansion Domain?

It takes the average reader 1 hour and 42 minutes to read Speech Enhancement in the Karhunen-Loève Expansion Domain by Jacob Benesty

Assuming a reading speed of 250 words per minute. Learn more

Description

This book is devoted to the study of the problem of speech enhancement whose objective is the recovery of a signal of interest (i.e., speech) from noisy observations. Typically, the recovery process is accomplished by passing the noisy observations through a linear filter (or a linear transformation). Since both the desired speech and undesired noise are filtered at the same time, the most critical issue of speech enhancement resides in how to design a proper optimal filter that can fully take advantage of the difference between the speech and noise statistics to mitigate the noise effect as much as possible while maintaining the speech perception identical to its original form. The optimal filters can be designed either in the time domain or in a transform space. As the title indicates, this book will focus on developing and analyzing optimal filters in the Karhunen-Loeve expansion (KLE) domain. We begin by describing the basic problem of speech enhancement and the fundamental principles to solve it in the time domain. We then explain how the problem can be equivalently formulated in the KLE domain. Next, we divide the general problem in the KLE domain into four groups, depending on whether interframe and interband information is accounted for, leading to four linear models for speech enhancement in the KLE domain. For each model, we introduce signal processing measures to quantify the performance of speech enhancement, discuss the formation of different cost functions, and address the optimization of these cost functions for the derivation of different optimal filters. Both theoretical analysis and experiments will be provided to study the performance of these filters and the links between the KLE-domain and time-domain optimal filters will be examined. Table of Contents: Introduction / Problem Formulation / Optimal Filters in the Time Domain / Linear Models for Signal Enhancement in the KLE Domain / Optimal Filters in the KLE Domain with Model 1 / Optimal Filters in the KLE Domain with Model 2 / Optimal Filters in the KLE Domain with Model 3 / Optimal Filters in the KLE Domain with Model 4 / Experimental Study"

How long is Speech Enhancement in the Karhunen-Loève Expansion Domain?

Speech Enhancement in the Karhunen-Loève Expansion Domain by Jacob Benesty is 102 pages long, and a total of 25,704 words.

This makes it 34% the length of the average book. It also has 31% more words than the average book.

How Long Does it Take to Read Speech Enhancement in the Karhunen-Loève Expansion Domain Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 20 minutes to read Speech Enhancement in the Karhunen-Loève Expansion Domain aloud.

What Reading Level is Speech Enhancement in the Karhunen-Loève Expansion Domain?

Speech Enhancement in the Karhunen-Loève Expansion Domain is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Speech Enhancement in the Karhunen-Loève Expansion Domain?

Speech Enhancement in the Karhunen-Loève Expansion Domain by Jacob Benesty is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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