The fundamental idea is to explicitly model the context information of eye motions using context-dependent eye motion HMMs; this approach is analogous to the triphone model used in high-performance speech recognition systems .
Basu, "Application of triphone clustering in acoustic modeling for continuous speech recognition in Bengali," in Proceedings of the 19th International Conference on Pattern Recognition (ICPR '08), pp.
6 MB) text corpus and after automatic phonetic transcription they created phone, diphone and triphone
statistics from it.
It was a unanimous decision,' said Sri Lankan Cricket board secretary Triphone
The acoustic models were gender-dependent sharedstate triphone
hidden Markov models (HMMs) and were designed using tree-based clustering.
The most common approach is to use triphone
HMM states as (H)LDA classes, which was confirmed to outperform other approaches in .
Near 75000 triphone models represented by about 40000 physical different HMMs were obtained as a result of training.
For recognition purposes, each voice command was described as a sequence of triphones.
Its basic version uses triphones
as a basic speech element to model acoustic events occurring in speech utterance.
So diphones and triphones
are selected carefully that acquire complete information.
Try this group of triphones
with one tetraphone thrown in:
Other types of speaker-dependent systems include those that match phonemes, multiple words or triphones
, and are used for larger vocabularies.