Blind Speech SeparationPaperback, 30 November 2010

Blind Speech Separation
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Part of Series
Signals and Communication Technology
Part of Series
Signals and Communication Technology (Paperback)
Print Length
432 pages
Language
English
Publisher
Springer
Date Published
30 Nov 2010
ISBN-10
9048176514
ISBN-13
9789048176519

Description

We are surrounded by sounds. Such a noisy environment makes it di?cult to obtain desired speech and it is di?cult to converse comfortably there. This makes it important to be able to separate and extract a target speech signal from noisy observations for both man-machine and human-human communication. Blindsourceseparation(BSS)isanapproachforestimatingsourcesignals using only information about their mixtures observed in each input channel. The estimation is performed without possessing information on each source, such as its frequency characteristics and location, or on how the sources are mixed. The use of BSS in the development of comfortable acoustic com- nication channels between humans and machines is widely accepted. Some books have been published on BSS, independent component ana- sis (ICA), and related subjects. There, ICA-based BSS has been well studied in the statistics and information theory ?elds, for applications to a variety of disciplines including wireless communication and biomedicine. However, as speech and audio signal mixtures in a real reverberant environment are generally convolutive mixtures, they involve a structurally much more ch- lenging task than instantaneous mixtures, which are prevalent in many other applications.

Product Details

Book Format:
Paperback
Country of Origin:
NL
Date Published:
30 November 2010
Dimensions:
23.39 x 15.6 x 2.31 cm
ISBN-10:
9048176514
ISBN-13:
9789048176519
Language:
English
Location:
Dordrecht
Pages:
432
Publisher:
Springer
Weight:
625.96 gm

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