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Dictionary Learning with Applications to Audio Signals

 

Marketed By :  Scholars' Press   Sold By :  Kamal Books International  
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Rs. 5,953

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  • Product Description
 

Over-complete transforms have recently become the focus of a wide wealth of research in signal processing, machine learning, statistics and related fields. Their great modelling flexibility allows to find sparse representations and approximations of data that in turn prove to be very efficient in a wide range of applications. Sparse models express signals as linear combinations of a few basis functions called atoms taken from a so-called dictionary. Finding the optimal dictionary from a set of training signals of a given class is the objective of dictionary learning and the main focus of this thesis. The experimental evidence presented here focuses on the processing of audio signals, and the role of sparse algorithms in audio applications is accordingly highlighted.

Product Specifications
SKU :COC62594
AuthorDaniele Barchiesi
LanguageEnglish
BindingPaperback
Number of Pages196
Publishing Year03.10.2014
ISBN9783639666083
Edition1 st
Book TypeAerospace & aviation technology
Country of ManufactureIndia
Product BrandScholars' Press
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-08-05 00:00:00
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