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Table 7 Accuracy rates of dialogue act detection with various feature sets in various noisy conditions

From: Robust dialogue act detection based on partial sentence tree, derivation rule, and spectral clustering algorithm

 

40%-SIM

60%-SIM

Football

Human

Both

84.8%-ASR

100%-REF

baseline

17.2

32.6

44.3

43.1

42.6

49.6

60.9

NEC

22.4

36.8

52.1

51.0

49.8

56.8

76.9

PS

29.8

49.2

75.2

74.6

73.5

76.2

91.1

uwDR

26.3

48.0

81.1

80.8

80.2

81.6

92.1

DR

26.3

47.4

82.3

81.9

81.6

82.9

93.3