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Table 3 Word accuracy (WA) of ASR tests for RASTA-PLP features, estimated uncertainties. Here, the algorithms Phase1 and Phase2 utilize the parameters defined in Section 7.3.2, the entries with the heading Amplitude correspond with the mask given in Section 7.3.1, and the two interference-based strategies IB and IBPE are specified in Section 7.3.3. The two robust recognition strategies are abbreviated by MI for modified imputation and UD for uncertainty decoding.

From: Independent Component Analysis and Time-Frequency Masking for Speech Recognition in Multitalker Conditions

 

Phase1

Phase2

Amplitude

IB

IBPE

No. of speakers

2

3

2

3

2

3

2

3

2

3

no ICA

31.4

6.3

31.4

6.3

31.4

6.3

31.4

6.3

31.4

6.3

only ICA

58.0

48.0

63.1

52.7

63.1

52.7

63.1

52.7

63.1

52.7

15.1

16.7

16.4

17.1

52.1

51.9

02.2

00.9

38.9

30.7

52.8

50.7

66.0

59.1

67.2

60.3

66.0

56.5

67.7

59.5

60.0

58.0

73.4

69.1

72.9

68.8

71.4

67.1

72.9

69.2