An Isolated-Word Speech Recognition System Using Neural Networks

Circuits and Systems, 1995, Proceedings, Proceedings of the 38th Midwest Symposium（1995）

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摘要

This paper describes an isolated-word, speaker independent, speech recognition system based on neural networks. The system was developed for a 32 words vocabulary including the digits, movement commands and arithmetic operation commands. The recognition rate achieved for a directly recorded speech, band-limited to 3.4 kHz, was greater than 96%

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关键词

multilayer perceptrons,self-organising feature maps,speech recognition,arithmetic operation commands,band-limited speech,digits,directly recorded speech,isolated-word speech recognition system,movement commands,neural networks,recognition rate,speaker independent recognition

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