Speaker independent speech recognition system and method using neural network and/or DP matching technique

1996 ◽  
Vol 99 (6) ◽  
pp. 3283
Author(s):  
Hideki Miyazawa
Keyword(s):  
Neural Network ◽  
Speech Recognition ◽  
Recognition System ◽  
Speech Recognition System ◽  
Speaker Independent ◽  
Matching Technique

SPEAKER-INDEPENDENT SPEECH RECOGNITION BASED ON FAST NEURAL NETWORK

2003 ◽  
Vol 12 (04) ◽  
pp. 481-487 ◽  
Author(s):  
CUI TAO ◽  
TAIYI ZHANG
Keyword(s):  
Neural Network ◽  
Speech Recognition ◽  
Recognition System ◽  
Bp Algorithm ◽  
Network Node ◽  
Speech Recognition System ◽  
Output Function ◽  
Network Algorithm ◽  
Speaker Independent ◽  
Neural Network Algorithm

This paper presents a fast Neural Network algorithm, in which the step is regarded as the function of the error and the output function of network node, and weight is calculated by different step. By adopting the fast NN algorithm, we developed a speaker-independent speech recognition system. The experiment shows that the new algorithm is over 10 times faster than the traditional BP algorithm and has better performance and spreading ability.

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