A Bag-of-Features Algorithm for Applications Using a NoSQL Database

Gabryel, Marcin

doi:10.1007/978-3-319-46254-7_26

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Cited by 16 publications

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“…It is highly recommended that all systems work automatically and that was presented in [1]. The idea of automatic speech recognition was presented for under-resourced languages [14], which can data structures for knowledge storing [6,7].…”

Section: Introductionmentioning

confidence: 99%

The use of wavelet transformation in conjunction with a heuristic algorithm as a tool for feature extraction from signals

Połap

Woźniak

2017

ITC

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The use of algorithms is helpful in analysis of various data samples. Examples of these applications are sound and graphic processing that are used in authentication and analysis of images. In this work, we propose technique of extracting data from image file created based on voice sample. Proposed method makes use of mathematical model of wavelet transformation and its graphical visualization like scaleogram combined with computational intelligence methods like neural network and heuristic algorithm. In order to verify operation of proposed technique we present experimental results.

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