Refinement of a Structured Language Model

Details Refinement of a Structured Language Model Refinement of a Structured Language Model

2000-01-24

arxiv.org/abs/cs/0001021v1

Proceedings of the International Conference on Advances in Pattern Recognition, 1998, pp. 275-284, Plymouth, UK

Computer Science

Computation and Language

10 pages

Scientific paper

A new language model for speech recognition inspired by linguistic analysis is presented. The model develops hidden hierarchical structure incrementally and uses it to extract meaningful information from the word history - thus enabling the use of extended distance dependencies - in an attempt to complement the locality of currently used n-gram Markov models. The model, its probabilistic parametrization, a reestimation algorithm for the model parameters and a set of experiments meant to evaluate its potential for speech recognition are presented.

Affiliated with

Also associated with

No associations

Rating

Refinement of a Structured Language Model does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Refinement of a Structured Language Model, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Refinement of a Structured Language Model will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-308848