Hidden Markov Model implementation using HTK

[sana_akhtar]

Hey everyone

I am working on implementing HMM using HTK. Before I also tried simple implementation but it couldnt work.
I have understood the algo which is already too complex. Now I m not getting how i will train HMM ? Can someone please help me out???

 

[blooz]

HTK is a very good tool , lots of examples are there. HTK Manual Contains may examples .

it can be used for both isolated and continuous speech recognition
basically HTK is a command line based tool

 

[sana_akhtar]

HTK is in C language, I couldnt get how to use it even after reading its book.
Can we do continous speech recognition in MATLAB by using HMM algorithm without using HTK ??

 

[blooz]

1.HTK is a command line Utility and you have to just compile it and use , for windows users Binary is Already available.
eg
HCopy for feature extraction etc


2. Yes it is possible to do continuous speech recognition using Matlab , various toolboxes are available

llike hmmtoolbox
https://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html