Speech Deception Detection Based on EMD and Temporal Neural Network

Table 6

Comparison with other speech deception detection research studies.

	Dataset	Classifier	Feature	Best result (%)
This paper	Real-life trail dataset	TCN-LSTM	MFCC	86.2
[12]	Real-life trail dataset	SVM	MFCC	81.5
[35]	Real-life trail dataset	Boosting models	IS16 + IS13 + IS11	85.6
[36]	CSC	Hybrid-RNN	Acoustic and lexical features	84.1
[37]	Self-made dataset	SVM	Prosodic features and MFCC	82.5