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Table 5 Results obtained with WRE approach compared to the baseline system. Digit Error Rate depending on the weight reestimation rules (MLE, FDW et FD) without ULT. 2 300 tests performed on BDSON corpus (clean).

From: Compact Acoustic Models for Embedded Speech Recognition

 

WRE

Baseline

 

MLE

FDW

 

FD

Very compact model

3.35%

2.78%

3.13%

4.96%

Compact model

2.83%

2.17%

2.48%

4.32%