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Application of Automatic Speech Recognition (ASR) Algorithm in Smart Home

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Published under licence by IOP Publishing Ltd
, , Citation Hong Chen and Bo Zhang 2019 J. Phys.: Conf. Ser. 1237 022133 DOI 10.1088/1742-6596/1237/2/022133

1742-6596/1237/2/022133

Abstract

Study on practical ASR system for smart home had significant meanings for the development of the smart home. Through analysis of embedded ASR technology and the control technology of smart home, people could utilize VS1003 to record the speech for audio decoder chip by taking the NL6621 template as the platform. And, the ASR system on smart home could be realized by utilizing the Hidden Markov Model (HMM) algorithm to conduct speech model training and speech matching. Test showed that, the ASR system has relatively high recognition rate and real-time property.

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