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. Author manuscript; available in PMC: 2022 Nov 26.
Published in final edited form as: Physiol Meas. 2021 Nov 26;42(10):10.1088/1361-6579/ac2fb8. doi: 10.1088/1361-6579/ac2fb8

Table 3:

Feature extraction hyperparameters for which the results are shown in Table 5.

Hyperparameter Description Range
Frame length (F=) Length of the frames (in samples) from which features were extracted 2k where k = 8, 9, …, 12
No. of sections (S=) Number of sections into which frames were grouped 1, 2, 3, 4
No. of linearly spaced filters (B=) Number of filters used to extract log-filerbank energies 40 to 200 in steps of 20
No. of MFCCs (M=) Number of lower order MFCCs coefficients retained 13, 26, 39