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› Forums › Automatic speech recognition › Hidden Markov Models (HMMs) › Triphone definition
I was looking at some past papers and I was unsure if I am confusing the definition of a triphone.
I am under the impression that a triphone is a subphone unit that makes up a third of a phone. However, I don’t remember if there is a particular name for a sequence of three phones, e.g. for n-gram 3 words is considered a trigram, is the same true for phones?
What is the correct term for a sequence of 3 subphones used in HMM ASR?
What is the correct term for a sequence of 3 phones?
The terminology is potentially confusing.
A triphone is a model of one whole phone. It’s not a model of a fraction of a phone, and it’s not a model of a sequence of three phones.
It’s called triphone because it takes a context of three phones into account (previous, current and next). So, it’s a context-dependent model of a phone. Depending on the amount of context we take into account, we use different terms to describe a model of a phone:
(Note that a biphone model is not a model of a diphone!)
Jurafsky and Martin’s explanations may not be the clearest, especially when they start talking about “sub-phones”. By that, they simply mean the states within an HMM.
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