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The identification time of 85% of the trees was less than 4 s for the 20 chosen trees.
The aim is not only to provide the architecture of a speaker identification system but also to reduce the redundant frames at the pre-processing stage to lower the identification time and computation burden which are vital for real time implementation.
The fast transition may increase the identification time in that case.
When the tags outnumber the available slots, the identification time increases considerably due to frequent tag-to-tag collisions.
Despite this interest, the issue of the impact of the identification time on performance has been neglected.
Reducing the identification time and promoting quick identification of many tags has been a major research field in recent years.
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This paper is also the first in the literature that explores the superiority of the fault identification time of ELM.
When PCR was followed by sequencing of the PCR product, the total identification time was 24 h, still significantly faster than culture-based identification.
Due to their prescriptive character, problem solving approaches reduce the problem identification time and increase the efficiency of crisis management.
Kernel principal component analysis is then applied to further reduce the redundant features in order to shorten the fault identification time and improve accuracy.
Simulations show that the approach is very robust towards various noise conditions and the quantified identification time is less than 1 ms at a low resource cost when it is implemented on FPGA platforms.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com