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› Forums › Automatic speech recognition › Hidden Markov Models (HMMs) › the number of states
why do traditional HMMs for ASR tend to model each phone with three distinct states?
I think simply using loop would be enough to control the duration?
The three states allow the model to capture sound changes within a phone – the “beginning”, “middle” and “end”. Any number of emitting states could be used, but 3 has been found to work well and is – as you correctly state – the most common choice.
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