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COLING
2010
13 years 4 months ago
Interpreting Pointing Gestures and Spoken Requests - A Probabilistic, Salience-based Approach
We present a probabilistic, salience-based approach to the interpretation of pointing gestures together with spoken utterances. Our mechanism models dependencies between spatial a...
Ingrid Zukerman, Gideon Kowadlo, Patrick Ye
CIMCA
2006
IEEE
14 years 3 months ago
Probabilistic, Multi-staged Interpretation of Spoken Utterances
Abstract. We describe Scusi?, a multi-stage, spoken language interpretation mechanism designed to be part of a robot-mounted dialogue system. Scusi?’s interpretation process maps...
Ingrid Zukerman, Michael Niemann, Sarah George
ICASSP
2009
IEEE
13 years 7 months ago
Spoken language interpretation: On the use of dynamic Bayesian networks for semantic composition
In the context of spoken language interpretation, this paper introduces a stochastic approach to infer and compose semantic structures. Semantic frame structures are directly deri...
Marie-Jean Meurs, Fabrice Lefevre, Renato de Mori
SIGDIAL
2010
13 years 7 months ago
Probabilistic Ontology Trees for Belief Tracking in Dialog Systems
We introduce a novel approach for robust belief tracking of user intention within a spoken dialog system. The space of user intentions is modeled by a probabilistic extension of t...
Neville Mehta, Rakesh Gupta, Antoine Raux, Deepak ...