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This book presents and develops several important concepts of speech enhancement in a simple but rigorous way. Many of the ideas are new; not only do ...
In the past few years we have written and edited several books in the area of acousticandspeechsignalprocessing. Thereasonbehindthisendeavoristhat the...
A Signal Subspace Perspective
Speech enhancement is a classical problem in signal processing, yet still largely unsolved. Two of the conventional approaches for solving this proble...
Telecommunication systems and human-machine interfaces have begun using multiple microphones and loudspeakers to render interaction more lifelike, and...
Noise is everywhere and in most applications that are related to audio and speech, such as human-machine interfaces, hands-free communications, voice ...
This book explains the motivation for using microphone arrays as opposed to using a single sensor for sound acquisition. The book then goes on to summ...
Microphone arrays have attracted a lot of interest over the last few decades since they have the potential to solve many important problems such as no...
A comprehensive guide to the theory and practice of signal enhancement and array signal processing, including matlab codes, exercises and instructor a...
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 noi...
This book introduces readers to the novel concept of variable span speech enhancement filters, and demonstrates how it can be used for effective noise...
Single-channel hands-free teleconferencing systems are becoming popular. In order to enhance the communication quality of these systems, more and more...
Kronecker Product Beamforming
The focus of this book is on array processing and beamforming with Kronecker products. It considers a large family of sensor arrays that allow the ste...
This book focuses on a class of single-channel noise reduction methods that are performed in the frequency domain via the short-time Fourier transform...
Theory, Implementation, and Application
Presents a unified framework of far-field and near-field array techniques for noise source identification and sound field visualization, from theory t...
This book studies the link between differential beamforming and differential equations which in turn enables the study of fundamental theory and metho...
Though noise reduction and speech enhancement problems have been studied for at least five decades, advances in our understanding and the development ...
This work addresses this problem in the short-time Fourier transform (STFT) domain. We divide the general problem into five basic categories depending...
A Theoretical Study
Additive noise is ubiquitous in acoustics environments and can affect the intelligibility and quality of speech signals. Therefore, a so-called noise ...
This book focuses on the application of canonical correlation analysis (CCA) to speech enhancement using the filtering approach. The authors explain h...
Adaptive filters with a large number of coefficients are usually involved in both network and acoustic echo cancellation. Consequently, it is importan...
This book provides a systematic study of the fundamental theory and methods of beamforming with differential microphone arrays (DMAs), or differential...
Recently, we proposed a completely novel and efficient way to design differential beamforming algorithms for linear microphone arrays. Thanks to this ...
Challenges and Perspectives
Modern communication devices, such as mobile phones, teleconferencing systems, VoIP, etc., are often used in noisy and reverberant environments. There...
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