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. 2018 Sep 24;2018:6508319. doi: 10.1155/2018/6508319

Table 1.

Summary of speech features.

Main category Subcategory Number of features Functions
MFCC MFCC (0–14) 630 Corresponding delta coefficients appended
SPEC Flux 42 21 functions utilized
Centroid 42 maxPos, minPos
Entropy 42 Mean, std dev
Roll-off 168 Skewness, kurtosis
Band energies 84 Quartile 1/2/3
PROS PCM loudness 42 Quartile range (2–1)/(3–2)/(3–1)
Log mel-frequency band (0–7) 336 Linear regression error Q/A
LSP frequency (0–7) 336 Linear regression coeff. 1/2
F0 envelope 42 Percentile 1/99
Voicing probability 42 Percentile range (99–1)
F0final, ShimmerLocal 76 19 functions by eliminating the minimum value and the
JitterLocal, JitterDDP 76 Range functions from the 21 abovementioned functions
Pitch onsets, duration 2 No functions
GLOT GLT 27 Mean, max, min
GLF 5 Mean, max, min
Total 1992