A TIME-DELAY NEURAL NETWORK ARCHITECTURE FOR ISOLATED WORD RECOGNITION

被引：255

作者：

LANG, KJ

WAIBEL, AH

HINTON, GE

机构：

[1] CARNEGIE MELLON UNIV,PITTSBURGH,PA 15213

[2] UNIV TORONTO,TORONTO M5S 1A1,ONTARIO,CANADA

来源：

NEURAL NETWORKS | 1990年 / 3卷 / 01期

关键词：

Constrained links; Isolated word recognition; Multiresolution learning; Multispeaker speech recognition; Network architecture; Neural networks; Time delays;

D O I：

10.1016/0893-6080(90)90044-L

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A translation-invariant back-propagation network is described that performs better than a sophisticated continuous acoustic parameter hidden Markov model on a noisy, 100-speaker confusable vocabulary isolated word recognition task. The network's replicated architecture permits it to extract precise information from unaligned training patterns selected by a naive segmentation rule. © 1990.

引用

页码：23 / 43

页数：21

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[2]

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[3]

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Duda R. O., 1973, PATTERN CLASSIFICATI, V3

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[6]

HINTON GE, 1987, CMUCS87115 CARN MELL

[7]

HINTON GE, 1987, 9TH P ANN C COGN SCI

[8]

HINTON GE, 1987, PARLE PARALLEL ARCHI

[9]

JORDAN MI, 1986, 8TH P ANN C COGN SCI

[10]

LANG KJ, 1987, THESIS CARNEGIE MELL

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