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u/my_work_account_shh ยท 1 pointr/speechprocessing

Which toolkit are you using for your HMMs? The HTK book has some general steps on what to do when it comes to HMM-base ASR. You might also want to have a look at the Speech Recognition chapter in Jurafsky and Martin's Speech and Language Processing, if you can find it online or in a library.

That being said, the state-of-the-art for ASR is mostly DNNs. HMMs are being phased out quite quickly as the main acoustic models in most speech applications. If you're interested in speech, why not start with those?