Estimation of Phoneme-Specific HMM Topologies for the Automatic Recognition of Dysarthric Speech

Table 7

Recognition accuracies (WAcc) on the testing set with the baseline SD ASR and GA-op ASR systems (source data).

Level of dysarthria	Speaker	Baseline SD ASR		GA-op ASR
		Type	% WAcc	% WAcc
Mild	FB	SD Bakis-1 (3, 6)	81.22	84.72
	MH	SD Bakis-1 (3, 6)	80.35	83.41
	BB	SD Bakis-1 (3, 6)	77.52	79.82
	LL	SD Bakis-1 (3, 6)	74.11	77.23
Moderate	JF	SD Bakis-1 (3, 6)	64.00	66.67
	RL	SD Bakis-1 (3, 6)	51.11	60.00
	RK	SD Ergodic (3, 6)	39.91	47.37
Severe	BK	SD Bakis-1 (3, 6)	36.73	46.46
	BV	SD Bakis-1 (3, 6)	56.82	61.82
	SC	SD Bakis-1 (3, 6)	47.27	54.55