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Table 6 Comparison of computational complexity (total time/real time factor) at various stages of implementation

From: PLDA in the i-supervector space for text-independent speaker verification

 

Loading matrix

Posterior extraction

PLDA modeling

PLDA scoring

i-vector

60,300 s/4.8e−2

470 s/2.83e−3

47 s/3.74e−7

142 s/4.30e−4

i-supervector

380 s/3.03e−6

24 s/1.45e−4

950 s/7.57e−6

425 s/1.29e−3