Discriminative training algorithm for predictive neural network models

Y Liu,G.-Z Sun,Y.-C Lee,H.-H Chen

doi:10.1109/ijcnn.1992.227239

Discriminative training algorithm for predictive neural network models

Y Liu, G.-Z Sun + Show 2 more

https://doi.org/10.1109/ijcnn.1992.227239

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Publication Date: Jun 7, 1992

Citations: 8

Affiliation: University of Maryland, College Park

#Discriminative Algorithm #Speaker Independent Isolated Digit Recognition + Show 8 more

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Abstract

A discriminative training algorithm for predictive neural network models is proposed. The algorithm is applied to a speaker independent isolated digit recognition experiment. The recognition error rate is reduced from 2.52% when the classifier is trained with a non-discriminative algorithm to 0.58% when the discriminative algorithm is applied. The increase in classifier discrimination ability is also demonstrated. >

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