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Is anyone familiar with Hidden Markov Models and their application to speech recognition?
User: onojk123
Date: 2/19/2013 8:21 am
Views: 1020
Rating: 2

I have been curious about the algorithms used in speech recognition. I have read about them and how Hidden Markov Models are relivant to speech regocnition algorithms.  However I find my understading of what a Hidden Markov Model actually is to be incomplete.  

Part of a wikipedia entry about this: 

Hidden Markov models

Modern general-purpose speech recognition systems are based on Hidden Markov Models. These are statistical models that output a sequence of symbols or quantities. HMMs are used in speech recognition because a speech signal can be viewed as a piecewise stationary signal or a short-time stationary signal. In a short time-scales (e.g., 10 milliseconds), speech can be approximated as astationary process. Speech can be thought of as a Markov model for many stochastic purposes.

 

 

What I have attempted to understand about Hidden Markov Modelshave I have put on a website I created.

 http://hiddenmarkovmodel.info 


Anything anyone wishes to say something about this topic would be helping me out.  

 

 

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