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Více informací o knize Dictionary Learning with Applications to Audio Signals

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Technology: general issues

• Plný název: Dictionary Learning with Applications to Audio Signals
• Podnázev: Over-complete representations and their use in audio processing
• Autor: Barchiesi Daniele
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 196
• EAN: 9783639666083
• ISBN: 3639666089
• ID: 09072493
• Nakladatelství: Scholars' Press
• Hmotnost: 295 g
• Rozměry: 229 × 152 × 11 mm
• Datum vydání: 03. October 2014

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