A Chinese speech recognition model-CHBPCNT model used for VLSI implementation

被引：0
|
作者：
Sun, YH [1 ]
Li, XZ [1 ]
Huang, J [1 ]
机构：
[1] Tsing Hua Univ, Inst Microelect, Beijing 100084, Peoples R China
来源：
IC-AI'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS I-III | 2001年
关键词：
neural network; speech recognition; BP neural network; CHBPCNT model;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a Chinese speech recognition model-CHBPCNT model and its hardware implementation. This model is based on BP neural network. Grounded 017 the structure of Chinese speech, the model acquired a simple physical structure that it is easy to be implemented in VLSI. Additionally less calculation will be achieved because only "add" and "compare" operators are used in this model. The experimental result demonstrated that the recognition accuracy of Chinese digital number is 93.5% of the first candidate, 99.5% of the first two candidates.
引用
收藏
页码：279 / 284
页数：6
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