NN and hybrid strategies for speech recognition in romanian language

被引：0
|
作者：
Dumitru, Corneliu-Octavian [1 ]
Gavat, Inge [1 ]
机构：
[1] Univ Politehn Bucuresti, Fac Elect Telecommun & Informat Technol, Bucharest, Romania
来源：
ANNIP 2008: PROCEEDINGS OF THE ARTIFICIAL NEURAL NETWORKS AND INTELLIGENT INFORMATION PROCESSING | 2008年
关键词：
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：
In this paper we present results obtained with learning structures more "human likely" than the very effective and widely used hidden Markov model. Good results were obtained with simple artificial neural networks like the multilayer perceptron or the Kohonen maps. Hybrid structures have proven also their efficiency, the neuro-statistical hybrid applied enhancing the digit recognition rate of the initial HMM. Also fuzzy variants of the MLP and HMM gave good results in the tested tasks of vowel recognition.
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页码：51 / 60
页数：10
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