Structure of pauses in speech in the context of speaker verification and classification of speech type

EURASIP Journal on Audio, Speech, and Music Processing

Table 7 Results of automatic recognition of read and spontaneous speech - comparison of classifiers

Classifier	Type	Precision	Recall	F1 score	Accuracy
Decision tree	Read	0.75	0.78	0.76	0.69
	Spontaneous	0.56	0.52	0.54
	Average	0.68	0.69	0.69
Logistic regression	Read	0.74	0.86	0.80	0.71
	Spontaneous	0.63	0.44	0.52
	Average	0.70	0.71	0.70
SVM (RBF kernel)	Read	0.75	0.88	0.81	0.73
	Spontaneous	0.67	0.44	0.53
	Average	0.72	0.73	0.71
Random forest	Read	0.73	0.86	0.79	0.70
	Spontaneous	0.61	0.41	0.49
	Average	0.69	0.70	0.68
XGBoost	Read	0.75	0.94	0.83	0.75
	Spontaneous	0.79	0.41	0.54
	Average	0.76	0.75	0.73