文章基本信息

标题：Hidden Markov Model Based Interface to Control Computer Machine through Speech Commands for Punjabi Language
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作者：Bhupinder Singh ; Sukhwinder Singh ; Jaipal Singh 等
期刊名称：International Journal of Computer Science & Technology
印刷版ISSN：2229-4333
电子版ISSN：0976-8491
出版年度：2012
卷号：3
期号：1
页码：430-433
语种：English
出版社：Ayushmaan Technologies
摘要：In this paper the concept of Hidden Markov Model has beenimplemented and tested in noiseless environment for speechcommand recognition (speaker dependent) and convert a machineinto intelligent machine which is responding to human speech andactivating the operating system commands. Preprocessing, FeatureExtraction and Recognition these three steps of Hidden MarkovModel are used to complete this Automatic Speech RecognitionSystem. Endpoint detection, Framing and Windowing of thespeech signal include in frst step preprocessing. Linear PredictiveCoeffcients, Cepstral analysis, Vector quantization includes insecond step Feature Extraction and HMM based classifer usedin last step Speech Command Recognition.