Speech Deception Detection Based on EMD and Temporal Neural Network

Table 4

TCN-LSTM deception detection results with different parameter settings.

Number of TCN layers	Number of LSTM layers	Bi-LSTM	Acc (%)	F1 (%)
3	1	Yes	85.7	85.5
3	2	Yes	83.2	82.2
3	1	No	85.6	85.3
3	2	No	83.0	82.0
4	1	Yes	86.2	86.0
4	2	Yes	83.4	82.1
4	1	No	86.0	85.7
4	2	No	83.2	81.7