发明名称 |
Method of setting optimum-partitioned classified neural network and method and apparatus for automatic labeling using optimum-partitioned classified neural network |
摘要 |
A method of setting an optimum-partitioned classified neural network and a method and apparatus for automatic labeling using an optimum-partitioned classified neural network are provided. The method of automatic labeling using an optimum-partitioned classified neural network comprises (a) searching for neural networks having minimum errors with respect to a number of L phoneme combinations from a number of K neural network combinations generated at an initial stage or updated, updating weights during learning of the K neural networks by K phoneme combination groups searched with the same neural networks, and composing an optimum-partitioned classified neural network combination using the K neural networks of which a total error sum has converged; and (b) tuning a phoneme boundary of a first label file by using the phoneme combination group classification result and the optimum-partitioned classified neural network combination, and generating a final label file reflecting the tuning result. |
申请公布号 |
EP1453037(A2) |
申请公布日期 |
2004.09.01 |
申请号 |
EP20040251145 |
申请日期 |
2004.02.27 |
申请人 |
SAMSUNG ELECTRONICS CO., LTD. |
发明人 |
CHOO, KI-HUN;LEE, JAE-WON;KIM, JEONG-SU;LEE, KI-SEUNG |
分类号 |
G06N3/00;G10L15/04;G10L15/16;(IPC1-7):G10L15/04 |
主分类号 |
G06N3/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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