Time-inhomogeneous hidden Bernoulli model
id:
time-inhomogeneous-hidden-bernoulli-model-283-18515794
title:
Time-inhomogeneous hidden Bernoulli model
text:
Time-inhomogeneous hidden Bernoulli model (TI-HBM) is an alternative to hidden Markov model (HMM) for automatic speech recognition. Contrary to HMM, the state transition process in TI-HBM is not a Markov-dependent process, rather it is a generalized Bernoulli process. This difference leads to elimination of dynamic programming at state-level in TI-HBM decoding process. Thus, the computational complexity of TI-HBM for probability evaluation and state estimation is O . The TI-HBM is able to model
brand slug:
wiki
category slug:
encyclopedia
description:
Model used in speech recognition
original url:
https://en.wikipedia.org/wiki/Time-inhomogeneous_hidden_Bernoulli_model
date created:
date modified:
2024-02-01T03:03:46Z
main entity:
{"identifier":"Q5466518","url":"https://www.wikidata.org/entity/Q5466518"}
image:
fields total:
13
integrity:
14