Research Article

A Fast Learning Method for Multilayer Perceptrons in Automatic Speech Recognition Systems

Table 1

WERs and model scales.

Task NUM-PARA () WER

Conventional ≈6.64 16.32%
PA-SVD-384 ≈4.74 16.48%
PA-SVD-256 ≈3.31 16.55%
PA-SVD-128 ≈1.88 16.71%