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Discussion Groups | Speech Recognition | Need advices on speech recognition project

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

  

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Need advices on speech recognition project - nhan...@hotmail.com - Nov 30 9:39:57 2009

Hello, I am an undergraduate student looking to do a senior project on
speech recognition. The object of my project is to used speech recognition
system to control a device. My partner is working on designing this particular
device and my part on this project is the speech recognition. So far on my
research, I learned that speech recognition is related to dsp. It uses
algorithms to recognized/analysis a speech input and produces a desired output
that say it recognized this speech pattern.

What I need advices on is how to go about doing my part. So far from my
research, an algorithm called "Hidden Markov Model" is the most
efficient way to analysis a speech input. I'm thinking of getting a dsp board to
program this algorithm and produce an output in binary code that would go into a
microcontroller board that will control a device. What I don't know is how
overwhelming programming this algorithm would be. I have experience with basic
computer programming and very little C#. I read a dsp overview book before and
my partner do have experience in C++. I do know the block diagram for hidden
markov model, but do not fully understand it. 

My desired output is somehow getting the dsp board to recognized a speech
pattern and produce a binary code that represent this pattern so that I can use
it to control something. I have 6 months to do this. Is this something doable in
6 months or will programming this algorithms be too much for me and I should
focus more on getting some sort of a speech recognition chip and say stick it on
a dps board and focus on getting the dsp board to produce the binary code
output? Or is there a better way about going at this. If you have any advices,
suggestions, or even experience with something like this that can help me out I
would really appreciate it.

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RE: Need advices on speech recognition project - Luis Uebel - Nov 30 21:10:53 2009

Try HTK HMM toolkit or Sphinx speech recognizer.
There are some acoustic models and language model for Sphinx in American En=
glish.
It is not so robust, but works.
Lu=EDs Felipe Uebel=20

To: s...@yahoogroups.com
From: n...@hotmail.com
Date: Sat, 28 Nov 2009 22:52:51 -0500
Subject: [speech-recognition] Need advices on speech recognition project

=20

=20=20
=20=20=20=20
=20=20=20=20=20=20
=20=20=20=20=20=20
      Hello, I am an undergraduate student looking to do a senior project o=
n speech recognition. The object of my project is to used speech recognitio=
n system to control a device. My partner is working on designing this parti=
cular device and my part on this project is the speech recognition. So far =
on my research, I learned that speech recognition is related to dsp. It use=
s algorithms to recognized/analysis a speech input and produces a desired o=
utput that say it recognized this speech pattern.

What I need advices on is how to go about doing my part. So far from my res=
earch, an algorithm called "Hidden Markov Model" is the most efficient
way =
to analysis a speech input. I'm thinking of getting a dsp board to program =
this algorithm and produce an output in binary code that would go into a mi=
crocontroller board that will control a device. What I don't know is how ov=
erwhelming programming this algorithm would be. I have experience with basi=
c computer programming and very little C#. I read a dsp overview book befor=
e and my partner do have experience in C++. I do know the block diagram for=
 hidden markov model, but do not fully understand it.=20

My desired output is somehow getting the dsp board to recognized a speech p=
attern and produce a binary code that represent this pattern so that I can =
use it to control something. I have 6 months to do this. Is this something =
doable in 6 months or will programming this algorithms be too much for me a=
nd I should focus more on getting some sort of a speech recognition chip an=
d say stick it on a dps board and focus on getting the dsp board to produce=
 the binary code output? Or is there a better way about going at this. If y=
ou have any advices, suggestions, or even experience with something like th=
is that can help me out I would really appreciate it.

_____________________________________

______________________________
New Code Sharing Section now Live on DSPRelated.com. Learn about the Reward Program for Contributors here.



(You need to be a member of speech-recognition -- send a blank email to speech-recognition-subscribe@yahoogroups.com )