Research Article

Comparative Evaluation of Single-Channel MMSE-Based Noise Reduction Schemes for Speech Recognition

Table 4

Results of frequency-domain algorithms on AURORA4.

Set 01Set 02–07Set 08Set 09–14Average

C M C M C M C M C M

LSA87.9274.4852.0764.4877.0874.9939.0055.1550.8262.16
L S A + g S N R 88.7377.7860.7172.1981.3678.2049.1765.4859.2470.14
L S A + 𝐺 s m o o t h 88.1477.6954.1165.3876.8874.2240.7357.5152.4363.52
OMLSA88.3279.0856.3169.2777.2076.2443.6061.5954.6467.18
O M L S A + g S N R 88.9979.7461.0472.6679.7778.8249.0665.9359.2470.72
O M L S A + 𝐺 s m o o t h 88.6279.1257.6070.5275.4275.4744.6763.2255.5568.36

Baseline89.8084.5354.5774.5777.0581.6242.8267.6853.6572.83