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Discussion Groups | Speech Recognition | TIMIT Database and HMM training

Technical discussions about the implementation and research of speech recognition algorithms.

  

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TIMIT Database and HMM training - namrata_reddy84 - Mar 12 8:47:00 2007



Hi

  Im working on implementation of a very basic speech recognizer 
using TIMIT Database( right now with just one speaker) in MATLAB.
1) How do I process the audio files(each speaker has 10 files) using 
waveread. Do I have to use a for loop?

2) What do I take the value of K as in the k-means clustering?

3) After K-means comes the HMM training right? So will the input 
sequence to hmmtrain(matlab function) be the output of K-means 
clustering as it is? What should the initial estimate of the 
transition and emission probabilities be? 

4) How do I build a HMM for each phoneme of the speaker's speech? Ho 
do I obtain the phoneme in the first place?

I'd appreciate your help. Thank you

Namrata



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