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Beschreibung
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. 160,49 €
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Technische Daten
Erscheinungsdatum
30.11.2010
Sprache
Englisch
EAN
9789048176519
Herausgeber
Springer Netherland
Serien- oder Bandtitel
Signals and Communication Technology
Sonderedition
Nein
Seitenanzahl
432
Auflage
1
Einbandart
Broschiert
Autorenporträt
Dr. Shoji Makino is an IEEE Fellow, Associate Editor of the IEEE Transactions on Speech & Audio Processing, and Executive Manager NTT Communication Science Laboratories. Dr. Makino was also co-editor on the succesful 2005 Springer book: Benesty - Speech Enhancement.
Schlagwörter
Independent Component Analysis, Support Vector Machine, adaptive Filter, algorithm, algorithms, blind source separation, clustering, filtering, filters, optimization, sparse component analysis, system identification, unsupervised learning
Thema-Inhalt
TJF - Elektronik
UYS - Digitale Signalverarbeitung (DSP)
TJK - Nachrichtententechnik, Telekommunikation
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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