Publication - Focus of Attention in a Distributed-logic Speech Understanding System

Authors: Hayes-Roth, F.; Lesser, V
Title: Focus of Attention in a Distributed-logic Speech Understanding System
Abstract: The Hearsay II speech understanding system under development at Carnegie-Mellon University is a complex, distributed-logic processing system: Processing in the system is affected by independent, data-directed knowledge sources processes which examine and alter values in a global data base representing hypothesized phones, phonemes, syllables, words, and phrases, as well as the hypothetical temporal and logical relationships among them. The question of how to schedule the numerous potential activities of the knowledge sources so as to understand the utterance in minimal time is called the "focus of attention problem". Near optimal focusing is especially important in a speech understanding system because of the very large solution space that potentially needs to be searched. Using the concepts of stimulus and response frames of scheduled knowledge source instantiations, competition among alternative responses, goals, and the desirability of a knowledge source instantiation, a general attentional control mechanism is developed. This general focusing mechanism facilitates the experimental evaluation of a variety of specific attentional control policies (such as best-first, bottom-up, and top-down search heuristics) and allows the modular addition of specialized heuristics for the speech understanding task.
Publication: IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol: 1 , pp. 416 - 420
Date: 1976
Sources: PDF: /Documents/lesser/HayesRoth_ICASSP76.pdf
Reference: Hayes-Roth, F.; Lesser, V. Focus of Attention in a Distributed-logic Speech Understanding System. IEEE International Conference on Acoustics, Speech, and Signal Processing, Volume 1 , pp. 416-420. 1976.
bibtex: 
@inproceedings{Hayes-Roth-424,
  author    = "F. Hayes-Roth and V Lesser",
  title     = "{Focus of Attention in a Distributed-logic Speech
               Understanding System}",
  booktitle = "IEEE International Conference on Acoustics,
               Speech, and Signal Processing",
  volume    = "1 ",
  pages     = "416-420",
  year      = "1976",
  url       = "http://mas.cs.umass.edu/paper/424",
}