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Research on the Application of Neural Networks for Speech Recognition
Author(s): MA Daojun~(1, 2) Yuliqiang~(1, 2) (1.collegeofcommunicationengineering, XIDIAN University, XI Anshanxi710071, china, 2.BEIJING Electronicscienceandtechnologyinstitute, BEIJING 100070, china)
Pages: 38-
40
Year: 2008
Issue:
2
Journal: Beijing Electronics
Keyword: BP; SOM; 神经网络; 线性预测倒谱参数;
Abstract: 本文通过对BP和SOM神经网络的理论学习研究,分别设计了基于语音参数为输入样本的BP三层和SOM两层网络模型及相应算法实现,并通过对比两种神经网络模型在相同输入语音样本参数情况下的不同运行机理,最终确认基于LPCC语音参数的BP网络更适合应用于语音识别。
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