hi,
i'm student doing final project of speech recognition. I'm finding toolkit to built a speech recognizer prototype that apply hybrid HMM/ANN approach. Can i use SPHINX to built it? From the reading so far, i just get to know that sphinx is suitable for HMM approach. Thanks for any reply.
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hi, thanks to reply.
i didn't use RNN to built the recognizer, instead using MLP.
Now i trying cslu toolkit but dont know how exactly to use it.
Seem that i cannnot use sphinx. coz building new component will take time and i not fimiliar with it.
anyway thanks :>
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I don't know whether you really want to do HMM/ANN hybrid or just neural network. This is a quick answer for both
As far as I know, there are neural network-based recognizer such as
hi,
i'm student doing final project of speech recognition. I'm finding toolkit to built a speech recognizer prototype that apply hybrid HMM/ANN approach. Can i use SPHINX to built it? From the reading so far, i just get to know that sphinx is suitable for HMM approach. Thanks for any reply.
hi, thanks to reply.
i didn't use RNN to built the recognizer, instead using MLP.
Now i trying cslu toolkit but dont know how exactly to use it.
Seem that i cannnot use sphinx. coz building new component will take time and i not fimiliar with it.
anyway thanks :>
I don't know whether you really want to do HMM/ANN hybrid or just neural network. This is a quick answer for both
As far as I know, there are neural network-based recognizer such as
Sphrachcore's noway, which is actually a search for RNN.
http://www.icsi.berkeley.edu/~dpwe/projects/sprach/sprachcore.html
and
NICO, which has actually implemented ANN/HMM hypbrid, however, it requires a HMM software to help it.
Sphinx 3 and Sphinx 4's have very open architecture for adding new components into the code. So, there are always possibilties to extend it.
Arthur
Hi , I forgot one thing, NICO seems to (I am not sure) implement hybrid RNN/HMM method rather than the standard ANN/HMM method -Arthur